The following discussion and analysis of our financial condition and results of
operations should be read in conjunction with our consolidated financial
statements and related notes appearing elsewhere in this Annual Report on Form
10-K. As discussed in the section titled "Forward Looking Statements," the
following discussion and analysis contains forward looking statements that
involve risks and uncertainties, as well as assumptions that, if they never
materialize or prove incorrect, could cause our results to differ materially
from those expressed or implied by such forward looking statements. Factors that
could cause or contribute to these differences include, but are not limited to,
those identified below and those discussed in the section titled "Risk Factors"
in Part I, Item 1A of this Annual Report on Form 10-K.

A discussion regarding our financial condition and results of operations for 2020 compared to 2019 and for 2019 compared to 2018 is presented below.


                                    Overview
Datto is the leading provider of cloud-based software and technology solutions
purpose-built for delivery through the managed service provider, or MSP, channel
to small and medium businesses, or SMBs. We enable our more than 17,000 MSP
partners to manage and grow their businesses serving the SMB information
technology, or SMB IT, market. Our platform combines mission-critical
cloud-based software, technologies and security solutions that MSPs sell to
SMBs, business management software to help MSPs scale their own businesses, and
marketing tools, content, training and industry-leading events that cultivate an
empowered and highly engaged MSP partner community.
MSPs represent the future of IT management for SMBs. Digital transformation is
driving SMB adoption of modern software and technology, while regulatory and
data protection requirements and proliferating security threats are increasing
the complexity and risk of IT for SMBs. These trends have created an inflection
point in SMB outsourcing to MSPs for IT management. MSPs are equipped with the
IT resources and expertise SMBs lack, providing a single source to meet all of
an SMB's IT needs. MSPs are trusted to select, procure, implement and manage
software and technology stacks that support their SMB customers' business needs.
The number of MSPs continues to grow, with approximately 125,000 MSPs providing
this critical function to millions of SMBs worldwide today.
We are committed to the success of MSPs. It is the foundation of our strategy
and culture. We empower our MSP partner channel, creating enormous sales and
support leverage for us to efficiently address the large, but fragmented, SMB IT
market. Our MSP-centric platform enables our partners to generate recurring
revenue through the sale of our solutions to SMBs and to scale and effectively
manage their own businesses. Our relationships are directly with our MSP
partners. We are the leading pure-play vendor serving the MSP market, and
believe our MSP-centric approach is highly differentiating as it aligns our
mutual incentives, creates a motivated and engaged sales channel and reinforces
our position as an integral component of our MSP partners' businesses.
Our cloud-based platform provides Unified Continuity, Networking and Business
Management software solutions. Our Unified Continuity offerings ensure the
ongoing availability and security of mission-critical IT systems for SMBs
on-premise, in private clouds and in the public cloud. Datto's business
continuity and disaster recovery, or BCDR, software, enables rapid restoration
of an SMB's full IT environment. Datto's SaaS Protection is a reliable,
automated and secure backup and restoration product for data stored on cloud
applications such as Microsoft 365 and Google Workspace. Datto Networking
constitutes a suite of MSP-centric networking solutions sold through our MSP
partners to easily deliver networking as a managed service. These solutions are
simple for MSPs to deploy, configure and manage across their SMB customers
through a single portal. Our Business Management software provides critical
operational tools to MSPs for efficient workflow management and delivery of
end-to-end managed services. Our platform also includes a host of business
development tools, training and content to help MSPs address the challenges of
marketing and selling to SMB customers.

Datto was founded in 2007. From the very start, we have been creators of
technology solutions for SMBs, typically only available to enterprises at the
time, and recognized the power of the MSP channel. We have designed our
strategy, culture and technology solutions to drive the success of our MSP
partners. We have developed our platform and expanded our solutions to meet the
evolving needs of MSPs, and we continually invest in cultivating the MSP
community.

                               Our Business Model
We are committed to the success of MSPs. It is the foundation of our strategy
and culture. Our cloud-based solutions are purpose-built to address the needs of
MSPs and to enable the end-to-end delivery of managed services to their SMB
customers. We believe our MSP-centric approach is highly differentiating because
it aligns our mutual incentives, creates a motivated and engaged sales channel
and ensures we become an integral component of our MSP partners' businesses. We
empower our MSP partner channel, creating
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enormous sales and support leverage for us to efficiently address the large, but
fragmented, SMB IT market. We do not market or sell to SMBs directly to avoid
competing with our MSP partners, and instead, invest in helping MSPs thrive.
We generate substantially all our revenue from the sale of subscriptions to our
cloud-based solutions and recognize revenue ratably over the subscription term.
These contracts typically begin with a 1-year or 3-year term and auto-renew on a
monthly or annual basis thereafter. For certain offerings, we enable our ongoing
subscription services with an up-front sale of equipment or professional
services that we recognize at the time of delivery and performance. The majority
of our partners pay on a monthly basis, regardless of term length, with some
opting to make quarterly, annual or multi-year prepayments.
Unified Continuity subscriptions are priced based on service tier, which is
determined by data storage capacity and data retention period for our BCDR
products, or by number of Microsoft 365 or Google Workspace employee accounts at
the SMB domains that our MSP partners protect and data retention period for SaaS
Protection offerings. Networking subscriptions are priced based on the volume
and type of networking devices ordered. Business Management subscriptions are
priced based on the number of employees at an MSP that are able to utilize our
PSA product, or per endpoint device at the SMB for our RMM software. All of our
contracts give us the right to increase prices at our discretion, although we
have exercised this right infrequently.
We employ a highly efficient land-and-expand sales strategy facilitated by
offering products that are reliable, easy to adopt and that drive recurring
revenue growth and margin efficiency for our MSP partners. We sell our solutions
to MSPs primarily through our sales team, leveraging the reach of our MSP
partners and providing them with self-service options to upgrade service tiers,
add volume and purchase additional solutions. Our MSP partners often
significantly increase usage from their initial purchase and expand their usage
to other products on our platform. We also provide access to business
development tools and content to help MSPs address the challenges of marketing
and selling to SMB customers. We grow alongside our MSP partners as they deploy
our solutions across their existing SMB customers, add new customers and upgrade
service tiers.
As of December 31, 2020, our ARR was $542.8 million and our revenue for the year
ended December 31, 2020 was $518.8 million, of which approximately 94% was
recurring subscription revenue. For the year ended December 31, 2020, our net
income was $22.5 million and our Adjusted EBITDA was $150.5 million. As of
December 31, 2019, our ARR was $474.8 million and our revenue for the year ended
December 31, 2019, was $458.8 million, of which approximately 90% was recurring
subscription revenue. For the year ended December 31, 2019, our net loss was
$31.2 million and our Adjusted EBITDA was $84.6 million. Refer to our discussion
of ARR in Key Performance Metrics and Adjusted EBITDA in Non-GAAP Financial
Measures.
                               Impact of COVID-19
While we have not incurred significant disruptions thus far from the COVID-19
pandemic, we are unable to accurately predict the extent of the impact on our
business because of numerous uncertainties, including but not limited to, the
severity of the disease, the duration of the outbreak, the reoccurrence or
emergence of variants of the virus, the effectiveness and speed of vaccinations,
actions taken by government authorities, the impact on our customers and
suppliers, and other factors. Specifically, we may experience impacts from
customers deferring purchasing and activation decisions, reducing expenses and
requesting extended payment terms or relief from payments.
The effect of the COVID-19 pandemic will not be fully reflected in our results
of operations and overall financial performance until future periods. In
addition, our consolidated financial statements reflect estimates and
assumptions made by management that affect the reported amounts of assets and
liabilities, disclosures of contingent assets and liabilities at the date of the
consolidated financial statements and the reported amounts of revenues and
expenses during the reporting periods. Significant estimates and assumptions
reflected in our consolidated financial statements include, but are not limited
to, establishing allowances for doubtful accounts, assessing the recoverability
of prepaid assets, including trade shows and other marketing events impacted by
the pandemic, determining useful lives for finite-lived assets, assessing the
recoverability of long-lived assets, determining the fair value of assets
acquired and liabilities assumed in business combinations, accounting for income
taxes and related valuation allowances against deferred tax assets, valuing
stock-based awards, recognizing revenue and the estimate for sales returns and
upgrades, determining the amortization period for capitalized commissions and
assessing the accounting treatment for commitments and contingencies. Management
evaluates these estimates and assumptions on an ongoing basis and makes
estimates based on historical experience and various other considerations that
are believed to be reasonable. Actual results may differ from those estimates,
including as a result of the COVID-19 pandemic. We will continue to evaluate the
nature and extent of the impact of the pandemic on our business and our
consolidated results of operations and financial condition.
                     Key Factors Affecting Our Performance
Addition of New MSPs
Our ability to attract new partners will depend on a number of factors,
including the effectiveness of our pricing and products, offerings of our
competitors, the effectiveness of our marketing efforts, and the growth of the
MSP market. We believe there is
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substantial opportunity to increase our penetration among MSPs. We intend to
drive new partner acquisition by continuing to invest significantly in sales and
marketing to identify and engage prospective partners and to extend the
awareness of our brand as a trusted partner to the MSP community. We believe our
singular dedication to the MSP channel and our solutions that are purpose-built
to meet the needs of MSPs differentiates us in the marketplace. We intend to
continue to grow the number of sales representatives to qualify and close new
partner opportunities. In addition, we intend to continue investing in marketing
programs, events and content to drive brand awareness, generate leads and
cultivate the broader MSP ecosystem. As of December 31, 2020, we had
approximately 17,000 MSP partners, a net increase of approximately 400 since
December 31, 2019 and 2,600 since December 31, 2018. During the fourth quarter
of 2020, the number of MSP partners declined, reflecting the churn of certain
smaller MSPs resulting in part from the ongoing impacts of the COVID-19 pandemic
and related payment issues.
Sales Expansion Within Our Existing Partner Base
Our ability to expand sales within our existing partner base will depend on a
number of factors, including their satisfaction with our solutions and support,
competition, the effectiveness of the business development tools we provide to
our partners and the ability of our partners to grow their sales. Our large base
of partners represents a significant opportunity for further sales expansion.
Once an MSP has become our partner, we aim to grow alongside them as they
increase penetration of our solutions across their existing SMB partner base,
attract additional SMB customers, upgrade service tiers and adopt additional
Datto solutions. We have a strong track record of growth from our existing base
as evidenced by our history of partner cohort expansion and our dollar-based net
retention rate, which was 111% and 119% as of December 31, 2020 and 2019,
respectively. We intend to continue to invest in MSP self-service procurement
tools to further enable a frictionless purchasing process, grow the number of
sales representatives to facilitate increased partner adoption of our solutions
and invest in enabling our partners' sales teams through our marketing
automation platform, programs, content, training and certifications for MSPs. As
of December 31, 2020, over 1,100 of our MSP partners contributed ARR of $100,000
or more, up from 950 as of December 31, 2019 and 700 as of December 31, 2018.
Innovation and Introduction of New Platform Solutions
Our continued growth is dependent upon our ability to sustain innovation in
order to maintain a competitive advantage. We recognize that the pace of
technological innovation is accelerating and that we need to continue to
innovate to maintain our product differentiation. We continually invest in
improving our existing solutions and creating new mission-critical solutions to
anticipate the evolving IT demands of MSPs and their SMB customers. In addition,
we intend to evaluate strategic investments in businesses and technologies to
drive product and market expansion. For example, in July 2020 we acquired Gluh
Pty. Ltd., an Australia-based company which offers a real-time quoting platform
that enables MSPs to simplify the procurement of IT products and services for
their end customers.
Expansion of Our International Footprint
Our international growth in any region will depend on our ability to effectively
implement our business processes and go-to-market strategy, our ability to adapt
to market or cultural differences, the competitive landscape, the maturity and
growth trajectory of the MSP market and our brand awareness and perception. We
believe there is significant opportunity to expand internationally. For both
2020 and 2019, our international revenue was approximately 27% of our total
revenue. We intend to continue to make significant investments in international
markets, particularly in EMEA and APAC. This may include investing in additional
sales and marketing personnel, localizing product offerings and marketing
content, and adding new data-center or office locations. Although these
investments may adversely affect our operating results in the near term, we
believe they will contribute to our long-term growth.
                            Key Performance Metrics
In addition to our GAAP financial information, we review a number of operating
and financial metrics, including the following key metrics, to evaluate our
business, measure our performance, identify trends affecting our business,
formulate business plans and make strategic decisions.
MSP Partners
The number of MSP partners represents the number of MSPs with active
subscriptions as of the end of the period. We use this number to assess our
ability to attract and retain MSP partners and thereby grow our business. As of
December 31, 2020, we had over 17,000 MSP partners, a net increase of
approximately 400 since December 31, 2019 and 2,600 since December 31, 2018. Net
changes in the number of our MSP partners are a result of the total new partners
added during a period, largely based on our sales and marketing efforts, and the
churn or reduction of existing partners during the period, which can be affected
by the broader economic environment and factors such as the effects of COVID-19
on our partners' SMB end customers. As a result of our land-and-expand model,
our revenue growth is driven principally by additional revenue from existing MSP
partners. We view new MSP partner additions as a leading indicator of the health
of the business, but the additions do not immediately drive material revenue
growth in our reported results of
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operations. During the fourth quarter of 2020, the number of MSP partners
declined, reflecting the churn of certain smaller MSPs resulting in part from
the ongoing impacts of the COVID-19 pandemic and related payment issues.
Annual Run-Rate Revenue
We define annual run-rate revenue, or ARR, as the annualized value of all
subscription agreements as of the end of a period. We calculate ARR by
multiplying the monthly run-rate revenue for the last month of a period by 12.
Monthly run-rate revenue is calculated by aggregating monthly subscription
values during the final month of the reporting period from both long-term and
month-to-month subscriptions. ARR only includes the annualized value of
subscription contracts and excludes any one-time revenue for devices or
professional services. ARR mitigates fluctuations resulting from seasonality and
contract term. ARR does not have any standardized meaning and is therefore
unlikely to be comparable to similarly titled measures presented by other
companies. ARR should be viewed independently of revenue and deferred revenue
and is not intended to be combined with or to replace either of those items. ARR
is not a forecast and the active contracts at the date used in calculating ARR
may or may not be extended or renewed by our MSP partners.
The table below sets forth our ARR as of December 31, 2020, 2019 and 2018:

                         As of December 31,
 (in millions)     2020         2019         2018
ARR              $ 542.8      $ 474.8      $ 379.2


ARR includes run-rate revenue values from month-to-month subscription contracts.
For the year ended December 31, 2020, approximately 39% of our total revenue and
42% of our subscription revenue was derived from month-to-month contracts. For
the year ended December 31, 2019, approximately 31% of our total revenue and 35%
of our subscription revenue was derived from month-to-month contracts. The
increase in percent of total revenue and subscription revenue from
month-to-month contracts primarily resulted from adding fewer long-term
contracts during the COVID-19 pandemic compared to the prior year period, while
other existing contracts completed their initial term and rolled to
month-to-month contracts thereafter.
Our dollar-based gross retention rate as of both December 31, 2020 and 2019, was
approximately 88%. Our dollar-based gross retention rate reflects ARR losses
from subscription cancellations, reductions in service levels or seat counts and
non-renewals, and does not reflect any ARR expansion. We calculate our
dollar-based gross retention rate as of the period end by starting with the ARR
from the last day of the period one year prior, or Prior Period ARR. We then
deduct from the Prior Period ARR any (i) ARR attrition from MSP partners who are
no longer partners as of the last day of the period, and (ii) ARR compression
from MSP partners whose subscriptions are at a lower value as of the last day of
the period, or Remaining ARR. We then divide the Remaining ARR by the Prior
Period ARR to arrive at our dollar-based gross retention rate, which is the
percentage of ARR from all MSP partners as of the year prior that is not lost to
partner churn or subscription compression. Given the meaningful percentage of
our subscription revenue derived from month-to-month contracts, the
approximately 88% dollar-based gross retention rate demonstrates that a large
majority of our MSP partners continue to renew their subscription contracts,
whether on a month-to-month or longer term basis. Based on our experience, we do
not believe month-to-month contracts experience significantly higher attrition
than longer-term subscription contracts.
Dollar-Based Net Retention Rate
To evaluate the efficacy of our land-and-expand business model, we examine the
rate at which our partners increase their subscriptions for our solutions which
result in changes to ARR. Our dollar-based net retention rate measures our
ability to increase ARR across our existing partner base through expanded use of
our platform, offset by MSP partners whose subscription contracts with us are
not renewed or are renewed at a lower amount.
We calculate our dollar-based net retention rate as of the end of a reporting
period as a quotient of the following:
•Denominator: ARR as of the last day of the prior year comparative reporting
period.
•Numerator: ARR as of the last day of the current reporting period from partners
with associated ARR as of the last day of the prior year comparative reporting
period.
The quotient obtained from this calculation is our dollar-based net retention
rate. We believe our ability to grow alongside our MSP partners as they deploy
our solutions to more SMBs, and to cross-sell additional solutions, will
continue to support our high dollar-based net retention rate.
As of December 31, 2020 and 2019, our dollar-based net retention rate was 111%
and 119%, respectively.
Because existing MSP partners drive the vast majority of our revenue growth in
any given year, we believe our revenue growth is strongly correlated to our
dollar-based net retention rate.
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                      Components of Results of Operations

Revenue

We generate revenue primarily from fees received for subscriptions to our products and services, and also from the sale of BCDR and Networking devices and professional services associated with our Business Management offerings.



Subscription. We derive revenue primarily from cloud-based software and
technology solutions sold on a recurring subscription basis. Subscription
revenue is recognized ratably over the subscription term after all revenue
recognition criteria have been met. We generally invoice subscription agreements
monthly in advance over the subscription period or monthly in arrears based on
usage. Subscription revenue for our Unified Continuity and Networking solutions
grows as the end-customers, managed by our MSP partners, add new subscription
products, upgrade the service tier of their existing subscription products or
increase the usage of their subscription products. Revenue from our Business
Management solutions increases with the addition of employees of our MSP
partners who require seat licenses, the proliferation of end-user devices
managed by those MSPs and the expansion of products used by those MSPs to manage
their SMB customers' IT infrastructures.

Device. Our device revenue is derived from the sale of devices in conjunction
with subscription solutions. Device revenue includes the sale of BCDR and
Networking devices which enable us to deliver our BCDR and Networking services
to our MSP partners under a recurring subscription model. Revenue from devices
in our Unified Continuity solution primarily consists of the sale of our
proprietary data storage devices. Revenue from devices in our Networking
solution primarily consists of the sale of wireless access points, switches,
edge routers and managed power. We recognize revenue at a point in time when
control of the device has transferred to the MSP. Revenue from devices does not
contribute significantly to overall revenue related to our Unified Continuity
solutions.
Professional services and other. We derive revenue from professional services
associated with our Business Management offerings. These implementation and
consulting services include configuration, database merging and data migration.
Our professional services are generally priced on a time and materials basis and
invoiced monthly with revenue recognized as the services are performed and we
frequently discount our services to drive adoption of our business management
offerings.
Cost of revenue
Subscription. Subscription cost of revenue consists of costs directly related to
our subscription services, including personnel costs related to operating our
data centers and customer support operations, hosting and data center related
costs, third-party software licenses and allocated facilities and overhead costs
associated with delivering these services.
Device. Device cost of revenue consists of hardware, manufacturing, shipping and
logistics, personnel costs and allocated facilities and overhead costs
associated with delivering our devices. Our Unified Continuity products rely on
a mix of off-the-shelf hardware and custom designed hardware. Our Networking
devices generally consist of off-the-shelf hardware, although some of our
devices feature a unique industrial design.
Professional services and other. Professional services and other cost of revenue
consists primarily of personnel costs and allocated facilities and overhead
associated with delivering implementation and consulting services. Our
professional services implementations aim to ensure higher software utilization,
greater upsell opportunity and lower churn over time.

Depreciation and amortization. Depreciation and amortization cost of revenue
consists of depreciation of our Datto Cloud infrastructure and amortization of
our acquired technology intangible assets.

Gross profit and gross margin
Gross profit, or revenue less cost of revenue, has been, and will continue to
be, affected by various factors, including revenue fluctuations, the mix of
revenue and the timing and amount of investments to expand our Datto Cloud
infrastructure.
Operating expenses
Our operating expenses consist of sales and marketing, research and development
and general and administrative expenses as well as depreciation and amortization
of internally developed software, and amortization of acquired intangible
assets. Personnel costs are the most significant component of operating expenses
and consist of salaries, benefits, bonuses, sales commissions, payroll taxes and
stock-based compensation expense. Other significant components of operating
expenses include events and travel, professional fees, allocated facilities and
overhead costs, general marketing and promotion costs, payment processing fees
and bad debt expense.
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Sales and marketing
Sales and marketing expenses consist primarily of personnel costs, costs for
events and travel, costs of marketing and promotional activities, payment
processing fees and allocated facilities and overhead costs. Sales and marketing
expenses may fluctuate as a percentage of our revenue from period to period
because of the timing and extent of marketing activities, trade shows, and
events including DattoCon and DattoCon EMEA, as well as the timing of
amortization of sales commissions and stock-based compensation expense.
Research and development
Research and development expenses consist primarily of personnel costs,
third-party professional fees and allocated facilities and overhead costs.
Research and development expense may fluctuate as a percentage of our revenue
from period to period because of the timing and extent of our investments in
research and development activities, as well as the timing of stock-based
compensation expense.
General and administrative
General and administrative expenses consist primarily of personnel costs across
the corporate functions of executive, finance, human resources, information
technology, internal operations and legal, as well as third-party professional
fees, bad debt expense, travel and allocated costs for facilities. Following the
completion of our IPO we began incurring additional general and administrative
expenses as a result of operating as a public company, including increased
expenses for insurance, costs to comply with the rules and regulations
applicable to companies listed on a national securities exchange, costs related
to compliance and reporting obligations pursuant to the rules and regulations of
the SEC, investor relations and professional services expenses, and increased
stock-based compensation expense.
Depreciation and amortization
Depreciation and amortization expenses in operating expenses consist of
amortization of tradenames and partner relationship intangibles as well as
depreciation of other property and equipment such as leasehold improvements,
furniture and fixtures, and computer equipment as well as amortization of
internally developed software.
Other expense
Interest expense
Interest expense consists primarily of interest payments on outstanding
borrowings under our credit facilities. In conjunction with our IPO, we repaid
all amounts outstanding under our 2019 Credit Agreement. We also entered into
the 2020 Credit Agreement, which provides a $200.0 million revolving credit
facility. No amounts were drawn under the 2020 Credit Agreement. See "Liquidity
and Capital Resources-Credit Facilities" for additional details.
Other (income) expense
Other (income) expense primarily consists of the net exchange (gains) or losses
on foreign currency transactions and (gains) or losses on the disposal of
assets.
Loss on extinguishment of debt
Loss on extinguishment of debt reflects the loss incurred in conjunction with
the termination of our credit facilities in both 2020 and 2019. See "Liquidity
and Capital Resources-Credit Facilities" for additional details.
(Benefit from) provision for income tax
(Benefit from) provision for income tax consists primarily of income taxes
related to U.S. federal and state income taxes and income taxes in foreign
jurisdictions in which we conduct business.
Stock-Based Compensation
Stock-based compensation expense is recorded based upon the functional role of
the holder. Stock-based compensation expense for awards which contained only a
time-based vesting condition was recorded in all periods presented. However,
stock-based compensation expense for awards which contained both a time-based
and a performance-based vesting condition, which was the closing of an IPO,
commenced during the fourth quarter of 2020 as a result of our IPO.

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                             Results of Operations
The following table sets forth our consolidated statements of operations data
for the period indicated:

                                                      Year Ended December 31,
                                             2020              2019              2018
                                                          (in thousands)
Revenue:
Subscription                              $ 485,326      $       412,167      $ 333,397
Device                                       30,202               44,052         50,514
Professional services and other               3,257                2,533          3,444
Total revenue                               518,785              458,752        387,355
Cost of revenue:
Subscription(1)                              84,463               82,066         72,498
Device(1)                                    37,607               53,933         50,813
Professional services and other(1)            6,244                5,563    

3,637


Depreciation and amortization                21,890               15,745         12,923
Total cost of revenue                       150,204              157,307        139,871
Gross profit                                368,581              301,445        247,484
Operating expenses:
Sales and marketing(1)                      115,790              110,441         98,183
Research and development(1)                  78,932               60,459         54,017
General and administrative(1)                85,668               73,903    

57,913


Depreciation and amortization                27,223               27,417         28,953
Total operating expenses                    307,613              272,220        239,066
Income from operations                       60,968               29,225          8,418
Other expense:
Interest expense                             25,348               43,437         55,380
Loss on extinguishment of debt                8,488               19,231              -
Other (income) expense, net                  (3,428)                 256            802
Total other expense                          30,408               62,924         56,182
Income (loss) before income taxes            30,560              (33,699)   

(47,764)


(Provision for) benefit from income tax      (8,062)               2,511         10,041
Net income (loss)                         $  22,498      $       (31,188)     $ (37,723)

(1)Includes stock-based compensation expense as follows:


                                                         Year Ended December 31,
                                                     2020          2019         2018
                                                             (in thousands)
Cost of revenue-subscription                      $  4,092      $     98      $   140
Cost of revenue-device                                 203             -            -
Cost of revenue-professional services and other        418             -            -
Selling and marketing                                6,614         2,946          764
Research and development                            13,590         3,510        1,020
General and administrative                           8,543         5,661        2,211
Total stock-based compensation expense            $ 33,460      $ 12,215      $ 4,135



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The following table sets forth our consolidated statements of operations data
expressed as a percentage of total revenue for the period indicated:
                                                       Year Ended December 31,
                                                   2020                2019         2018
Revenue:
Subscription                                              93.6  %      89.8  %      86.1  %
Device                                                     5.8  %       9.6  %      13.0  %
Professional services and other                            0.6  %       0.6  %       0.9  %
Total revenue                                            100.0  %     100.0  %     100.0  %
Cost of revenue:
Subscription                                              16.3  %      17.9  %      18.7  %
Device                                                     7.2  %      11.8  %      13.1  %
Professional services and other                            1.2  %       1.2  %       0.9  %
Depreciation and amortization                              4.2  %       3.4  %       3.3  %
Total cost of revenue                                     29.0  %      34.3  %      36.1  %
Gross profit                                              71.0  %      65.7  %      63.9  %
Operating expenses:
Sales and marketing                                       22.3  %      24.1  %      25.3  %
Research and development                                  15.2  %      13.2  %      13.9  %
General and administrative                                16.5  %      16.1  %      15.0  %
Depreciation and amortization                              5.2  %       5.9  %       7.5  %
Total operating expenses                                  59.3  %      59.3  %      61.7  %
Income from operations                                    11.8  %       6.4  %       2.2  %
Other expense:
Interest expense                                           4.9  %       9.4  %      14.3  %
Loss on extinguishment of debt                             1.6  %       4.2  %         -  %
Other (income) expense, net                               (0.7) %       0.1  %       0.2  %
Total other expense                                        5.9  %      13.7  %      14.5  %
Income (loss) before income taxes                          5.9  %      (7.3) %     (12.3) %
(Provision for) benefit from income tax                   (1.6) %       0.5  %       2.6  %
Net income (loss)                                          4.3  %      (6.8) %      (9.7) %


            Comparison of the Years Ended December 31, 2020 and 2019
Revenue
                                        Year Ended December 31,
                                          2020               2019         $ Change      % Change
                                                   (in thousands)
Revenue:
Subscription                      $     485,326           $ 412,167      $ 73,159         17.7  %
Device                                   30,202              44,052       (13,850)       (31.4) %
Professional services and other           3,257               2,533           724         28.6  %
Total revenue                     $     518,785           $ 458,752      $ 60,033         13.1  %


Subscription
Subscription revenue increased $73.2 million, or 17.7%, for 2020 compared to
2019. The increase in subscription revenue was driven by increased sales across
all of our Unified Continuity, Business Management and Networking cloud-based
offerings. Recurring subscription revenue accounted for 94% of total revenue for
2020 compared to 90% for 2019.
Device
Device revenue decreased $13.9 million, or 31.4%, for 2020 compared to 2019.
This decrease was primarily attributable to a lower volume of devices sold,
partly as a result of the impact of the COVID-19 pandemic, which resulted in a
lower volume of new subscriptions and thus a lower volume of BCDR and networking
devices, as well as an impact of approximately $1.8 million from our shift in
early 2019 from selling a broader range of networking devices on a one-time
basis to packaging networking devices with cloud-based management software and
services with lower upfront costs and a recurring subscription.
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Professional services and other
Professional services and other revenue increased $0.7 million, or 28.6%, for
2020 compared to 2019, primarily as a result of additional implementations of
our cloud-based Business Management offerings.
Cost of Revenue
                                        Year Ended December 31,
                                          2020               2019         $ Change      % Change
                                                   (in thousands)
Cost of revenue:
Subscription                      $      84,463           $  82,066      $  2,397          2.9  %
Device                                   37,607              53,933       (16,326)       (30.3) %
Professional services and other           6,244               5,563           681         12.2  %
Depreciation and amortization            21,890              15,745         6,145         39.0  %
Total cost of revenue             $     150,204           $ 157,307      $ (7,103)        (4.5) %


Subscription

Subscription cost of revenue increased $2.4 million, or 2.9%, for 2020 compared
to 2019. The increase was primarily driven by additional costs to support the
growth of our subscription offerings, including increased personnel costs,
including significantly higher stock-based compensation expense as a result of
our IPO, partially offset by increased efficiencies in the costs to provide our
Unified Continuity solutions. Restructuring costs of $0.5 million related to our
reduction in workforce were recorded in 2020. Subscription cost of revenue
reflects stock-based compensation expense of $4.1 million and $0.1 million for
2020 and 2019, respectively.

Device

Device cost of revenue decreased $16.3 million, or 30.3% for 2020 compared to
2019, primarily driven by the lower volume of devices sold in 2020, partly as a
result of the impact of the COVID-19 pandemic, which resulted in a lower volume
of new subscriptions and thus a lower volume of BCDR and networking devices. In
addition, the decrease was driven by greater inventory write offs in 2019 and
the impact of approximately $1.1 million from our shift in early 2019 from
selling a broader range of networking devices on a one-time basis to packaging
networking devices with cloud-based management software and services with lower
upfront costs and a recurring subscription. Device cost of revenue reflects
stock-based compensation expense of $0.2 million during 2020. There was no
stock-based compensation expense recorded in 2019.

Professional services and other



Professional services and other cost of revenue increased $0.7 million, or 12.2%
for 2020 compared to 2019, driven by growth in employee and related costs in our
professional services organization, including stock-based compensation expense
as a result of our IPO. Restructuring costs of $0.1 million related to our
reduction in workforce were recorded in 2020. Professional services and other
cost of revenue reflects stock-based compensation expense of $0.4 million during
2020. There was no stock-based compensation expense recorded in 2019.

Depreciation and amortization



Depreciation and amortization related to cost of revenue increased $6.1 million
for 2020 compared to 2019. The increase was attributable primarily to higher
depreciation expense in 2020 associated with the continued capital expenditures
for our Datto Cloud infrastructure to support the growth in subscriptions.
Depreciation expense was $16.9 million and $11.0 million in 2020 and 2019,
respectively, and amortization of intangible assets was $5.0 million and $4.7
million in 2020 and 2019, respectively.

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Gross Profit and Gross Margin
                                        Year Ended December 31,
                                         2020              2019         $ Change      % Change
                                                   (in thousands)
Gross profit:
Subscription                        $    400,863       $ 330,101       $ 70,762         21.4  %
Device                                    (7,405)         (9,881)         2,476        (25.1) %
Professional services and other           (2,987)         (3,030)            43         (1.4) %
Depreciation and amortization            (21,890)        (15,745)        (6,145)        39.0  %
Total gross profit                  $    368,581       $ 301,445       $ 67,136         22.3  %
Gross margin:
Subscription                                82.6  %         80.1  %
Device                                     (24.5) %        (22.4) %
Professional services and other            (91.7) %       (119.6) %
Total gross margin                          71.0  %         65.7  %



Our gross profit increased $67.1 million, or 22.3%, and our gross margin
increased by 534 basis points for 2020 as compared to 2019, driven by growth in
subscription revenue and to a lesser extent by the reduction in device cost of
revenue, partially offset by higher depreciation and amortization expense
associated with our ongoing data center expansions, higher stock-based
compensation expense of $4.6 million and $0.6 million of restructuring costs
related to our reduction in workforce.
Operating Expenses

                                       Year Ended December 31,
                                        2020              2019         $ Change      % Change
                                                  (in thousands)
Operating expenses:
Sales and marketing                $    115,790       $ 110,441       $  5,349          4.8  %
Research and development                 78,932          60,459         18,473         30.6  %
General and administrative               85,668          73,903         11,765         15.9  %
Depreciation and amortization            27,223          27,417           (194)        (0.7) %
Total operating expenses           $    307,613       $ 272,220       $ 35,393         13.0  %
As a percentage of total revenue
Sales and marketing                        22.3  %         24.1  %
Research and development                   15.2  %         13.2  %
General and administrative                 16.5  %         16.1  %


Sales and marketing
Sales and marketing expense increased $5.3 million, or 4.8%, for 2020 compared
to 2019, driven by increased personnel costs, including increased stock-based
compensation expense of $3.7 million as a result of our IPO and costs related to
our workforce reduction of $1.9 million, and higher payment processing fees
resulting from higher revenues. The increases were partially offset by lower
marketing, travel and events costs resulting from the COVID-19 pandemic,
including the cancellation of DattoCon and DattoCon EMEA in 2020. Sales and
marketing expense included $6.6 million and $2.9 million of stock-based
compensation expense for 2020 and 2019, respectively.
Research and development
Research and development expense increased $18.5 million, or 30.6%, for 2020
compared to 2019, primarily driven by increases in personnel costs, including
increased stock-based compensation expense of $10.1 million as a result of our
IPO and costs related to our workforce reduction of $0.9 million, partially
offset by lower travel costs resulting from the COVID-19 pandemic. Research and
development expense included $13.6 million and $3.5 million of stock-based
compensation expense for 2020 and 2019, respectively.
General and administrative
General and administrative expense increased $11.8 million, or 15.9%, for 2020
compared to 2019, driven primarily by increased personnel costs, including
increased stock-based compensation expense of $2.9 million as a result of our
IPO and costs related to our
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workforce reduction of $0.4 million, increased public company insurance costs,
transaction related and other costs, comprised of $2.2 million related to public
company readiness and acquisition costs, and $1.0 million of expense resulting
from the decision to discontinue development of a back-office system. The
increased costs were partially offset by lower travel and other costs resulting
from the COVID-19 pandemic. General and administrative expense included
$8.5 million and $5.7 million of stock-based compensation expense for 2020 and
2019, respectively.
Depreciation and amortization
Depreciation and amortization expense related to operating expenses for 2020 was
consistent with 2019. Amortization of intangible assets was $17.7 million and
$17.9 million in 2020 and 2019, respectively, and depreciation expense was $9.5
million for both 2020 and 2019.
Other Expenses
Interest expense
Interest expense of $25.3 million reflects a decrease of $18.1 million, or
41.6%, for 2020 compared to 2019, primarily as a result of lower interest rates
in 2020 and the repayment of all outstanding debt with the proceeds from our IPO
in October, partially offset by increased borrowings under our revolving credit
facility during the first quarter of 2020 in order to strengthen our cash
position and maintain flexibility given the unprecedented circumstances of the
COVID-19 pandemic. In conjunction with the IPO, we terminated our 2019 Credit
Agreement and entered into the 2020 Credit Agreement. No amounts were drawn
under the 2020 Credit Agreement and we have no outstanding debt as of December
31, 2020.
Loss on extinguishment of debt
A loss on extinguishment of debt of $8.5 million was recorded in 2020 as a
result of our debt refinancing which took place in conjunction with our IPO. A
loss on extinguishment of debt of $19.2 million was recorded in 2019 as a result
of our debt refinancing in April 2019.
Other (income) expense, net
Other (income) expense, net primarily relates to the impact of net exchange
gains or losses on foreign currency balances, principally related to
intercompany balances denominated in foreign currencies.

(Provision for) benefit from income tax



We recorded a provision for income tax of $8.1 million for 2020, as we generated
taxable income, as compared to a benefit from income tax of $2.5 million in
2019, as we generated a taxable loss. The effective tax rate for 2020 compared
to 2019 was 26.4% and 7.5%, respectively. The effective tax rate increased
primarily as a result of generating taxable income in 2020, as the realizability
of certain taxable losses was limited in 2019.


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            Comparison of the Years Ended December 31, 2019 and 2018
Revenue
                                        Year Ended December 31,
                                          2019               2018         $ Change      % Change
                                                   (in thousands)
Revenue:
Subscription                      $     412,167           $ 333,397      $ 78,770         23.6  %
Device                                   44,052              50,514        (6,462)       (12.8) %
Professional services and other           2,533               3,444          (911)       (26.5) %
Total revenue                     $     458,752           $ 387,355      $ 71,397         18.4  %


Subscription

Subscription revenue increased $78.8 million, or 23.6% for 2019 compared to
2018. The increase in subscription revenue was primarily driven by increased
sales of our Unified Continuity and Business Management cloud-based offerings,
as well as increased sales of SaaS offerings related to our Networking devices.

Device



Device revenue decreased $6.5 million, or 12.8% for 2019 compared to 2018. This
decrease was primarily attributable to our shift from selling networking devices
on a one-time basis at a substantial upfront cost to packaging networking
devices with cloud-based management software and services with lower upfront
costs and a recurring subscription.

Professional services and other



Professional services and other revenue decreased $0.9 million, or 26.5% for
2019 compared to 2018, primarily as a result of offering increased discounts on
our professional services to encourage the adoption (and subsequent renewal) of
our cloud-based Business Management offerings.
Cost of Revenue
                                        Year Ended December 31,
                                          2019               2018         $ Change      % Change
                                                   (in thousands)
Cost of revenue:
Subscription                      $      82,066           $  72,498      $  9,568         13.2  %
Device                                   53,933              50,813         3,120          6.1  %
Professional services and other           5,563               3,637         1,926         53.0  %
Depreciation and amortization            15,745              12,923         2,822         21.8  %
Total cost of revenue             $     157,307           $ 139,871      $ 17,436         12.5  %


Subscription

Subscription cost of revenue increased $9.6 million, or 13.2%, for 2019 compared
to 2018. The increase was primarily driven by additional costs to support the
growth of our SaaS subscription offerings, including increased staffing levels
and increased hosting and data center costs for our Datto Cloud infrastructure.

Device

Device cost of revenue increased $3.1 million, or 6.1% for 2019 compared to 2018, primarily as a result of inventory write offs for defective and unsalable inventory, as we determined certain inventory components were not functional.

Professional services and other



Professional services and other cost of revenue increased $1.9 million, or 53.0%
for 2019 compared to 2018, driven by growth in employee and related costs in our
professional services organization to help ensure that MSP partners successfully
deploy and adopt our Business Management cloud-based offerings.
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Depreciation and amortization



Depreciation and amortization related to cost of revenue increased $2.8 million
for 2019 compared to 2018. The increase was attributable primarily to additional
capital expenditures for our Datto Cloud infrastructure to support the growth in
subscriptions.


Gross Profit and Gross Margin
                                        Year Ended December 31,
                                         2019              2018         $ Change      % Change
                                                   (in thousands)
Gross profit:
Subscription                        $    330,101       $ 260,899       $ 69,202         26.5  %
Device                                    (9,881)           (299)        (9,582)             NM
Professional services and other           (3,030)           (193)        (2,837)             NM
Depreciation and amortization            (15,745)        (12,923)        (2,822)        21.8  %
Total gross profit                  $    301,445       $ 247,484       $ 53,961         21.8  %
Gross margin:
Subscription                                80.1  %         78.3  %
Device                                     (22.4) %         (0.6) %
Professional services and other           (119.6) %         (5.6) %
Total gross margin                          65.7  %         63.9  %


NM - percentage change is not meaningful



Our gross profit increased $54.0 million, or 21.8%, and our gross margin
increased by 180 basis points for 2019 compared to 2018, driven by growth in
subscription revenue. Gross profit for device and professional services and
other decreased from 2018 primarily as a result of discounts offered in
conjunction with our strategy to decrease the upfront price paid for our devices
in order to secure recurring subscriptions and the investment in our
professional services organization.
Operating Expenses

                                       Year Ended December 31,
                                        2019              2018         $ Change      % Change
                                                  (in thousands)
Operating expenses:
Sales and marketing                $    110,441       $  98,183       $ 12,258         12.5  %
Research and development                 60,459          54,017          6,442         11.9  %
General and administrative               73,903          57,913         15,990         27.6  %
Depreciation and amortization            27,417          28,953         (1,536)        (5.3) %
Total operating expenses           $    272,220       $ 239,066       $ 33,154         13.9  %
As a percentage of total revenue
Sales and marketing                        24.1  %         25.3  %
Research and development                   13.2  %         13.9  %
General and administrative                 16.1  %         15.0  %


Sales and marketing

Sales and marketing expense increased $12.3 million, or 12.5%, for 2019 compared
to 2018, driven by an increase in employee and related costs resulting from
additional staffing and increased commissions as a result of the increase in
revenue, as well as an increase in payment processing fees related to higher
sales volume. These increases were partially offset by modestly lower
advertising and promotion expenses. Sales and marketing expense included $2.9
million and $0.8 million of stock-based compensation expense for 2019 compared
to 2018, respectively.
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Research and development
Research and development expense increased $6.4 million, or 11.9%, for 2019
compared to 2018, primarily as a result of an increase in employee and related
costs because of increased staffing levels. Research and development expense
included $3.5 million and $1.0 million of stock-based compensation expense for
2019 compared to 2018, respectively.
General and administrative
General and administrative expense increased $16.0 million, or 27.6%, for 2019
compared to 2018, driven primarily by an increase in professional fees and
expenses for billing and financial systems to improve our internal processes, as
well as an increase in employee and related costs resulting from increased
staffing levels. These expenses were primarily related to our preparations to
become a public company. In addition, we incurred an additional $4.0 million of
bad debt expense as a result of billing system conversion issues experienced in
2019 which contributed to collection challenges. General and administrative
expense included $5.7 million and $2.2 million of stock-based compensation
expense for 2019 compared to 2018, respectively.
Depreciation and amortization
Depreciation and amortization expense related to operating expenses decreased
$1.5 million for 2019 compared to 2018. This decrease was primarily driven by
the end of the useful life of an acquired intangible asset, partially offset by
an increase in depreciation for leasehold improvements and additions of computer
equipment to support increased staffing levels.
Other Expenses
Interest expense
Interest expense decreased $11.9 million, or 21.6%, for 2019 compared to 2018,
primarily as a result of the lower interest rate from our debt refinancing in
April 2019.
Loss on extinguishment of debt
A loss on extinguishment of debt of $19.2 million was recorded in conjunction
with our debt refinancing in April 2019, which included a prepayment penalty of
$10.4 million and the write-off of deferred financing costs of $8.8 million.
Other expense (income), net
Other expense, net decreased $0.5 million primarily because of net exchange
(gains) or losses on foreign currency transactions and decreased losses on the
disposal of assets.

                          Non-GAAP Financial Measures
In addition to our results determined in accordance with GAAP, we believe the
non-GAAP measures of Non-GAAP Gross Profit, Non-GAAP Income from Operations,
Non-GAAP Net Income and Adjusted EBITDA are useful in evaluating our operating
performance. We believe that non-GAAP financial information may be helpful to
investors because it provides consistency and comparability with past financial
performance and assists in comparisons with other companies, some of which use
similar non-GAAP information to supplement their GAAP results. The non-GAAP
financial information is presented for supplemental informational purposes only
and should not be considered a substitute for financial information presented in
accordance with GAAP, and may be different from similarly titled non-GAAP
measures used by other companies. A reconciliation is provided below for each
non-GAAP financial measure to the most directly comparable financial measure
stated in accordance with GAAP. Investors are encouraged to review the related
GAAP financial measures and the reconciliation of these non-GAAP financial
measures to their most directly comparable GAAP financial measures.
Non-GAAP Gross Profit
Non-GAAP Gross Profit is a supplemental measure of operating performance that is
not prepared in accordance with GAAP and that does not represent, and should not
be considered as, an alternative to gross profit, as determined in accordance
with GAAP. We define Non-GAAP Gross Profit as gross profit, adjusted for
amortization of acquired intangible assets, stock-based compensation expense,
and restructuring expense. We use Non-GAAP Gross Profit to understand and
evaluate our core operating performance and trends and to develop short-term and
long-term operating plans. We believe Non-GAAP Gross Profit is a useful measure
to us and to our investors to assist in evaluating our core operating
performance because it provides consistency and direct comparability with our
past financial performance and between fiscal periods, as the metric eliminates
the effects of variability of stock-based compensation expense and amortization
of acquired technology intangible assets, which are non-cash expenses that may
fluctuate for reasons unrelated to overall operating performance, as well as
restructuring expense, which is infrequent in nature. While the amortization
expense of
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acquired technology intangible assets is excluded from Non-GAAP Gross Profit,
the revenue related to acquired technology intangible assets is reflected in
Non-GAAP Gross Profit as these assets contribute to our revenue generation.
Non-GAAP Gross Profit has limitations as an analytical tool, and you should not
consider it in isolation, or as a substitute for analysis of our results as
reported under GAAP. Because of these limitations, Non-GAAP Gross Profit should
not be considered as a replacement for gross profit, as determined by GAAP, or
as a measure of our profitability. We compensate for these limitations by
relying primarily on our GAAP results and using non-GAAP measures only for
supplemental purposes. Our presentation of Non-GAAP Gross Profit should not be
construed to imply that our future results will be unaffected by the types of
items excluded from the calculation of Non-GAAP Gross Profit. Non-GAAP Gross
Profit is not a presentation made in accordance with GAAP and the use of the
term may vary from other companies.
A reconciliation of Non-GAAP Gross Profit to gross profit, the most directly
comparable GAAP measure, is as follows:

                                                      Year Ended December 31,
                                                2020            2019           2018
                                                           (in thousands)
Gross profit                                 $ 368,581       $ 301,445      $ 247,484
Amortization of acquired intangible assets       5,023           4,700      

4,994


Stock-based compensation expense                 4,713              98            140
Restructuring expense(1)                           601               -              -
Non-GAAP Gross Profit                        $ 378,918       $ 306,243      $ 252,618


(1) Restructuring expense primarily relates to severance costs incurred in
connection with a reduction in workforce undertaken in Q2 2020 to align our cost
structure to expectations of potentially reduced revenue resulting from the
COVID-19 pandemic. Approximately $0.6 million of restructuring expense was
recorded within cost of revenue for 2020.
Non-GAAP Income from Operations
Non-GAAP Income from Operations is a supplemental measure of operating
performance that is not prepared in accordance with GAAP and that does not
represent, and should not be considered as, an alternative to income from
operations as determined in accordance with GAAP. We define Non-GAAP Income from
Operations as income from operations, adjusted for amortization of acquired
intangible assets, stock-based compensation, restructuring expense and
transaction related and other expense. We use Non-GAAP Income from Operations to
understand and evaluate our core operating performance and trends and to develop
short-term and long-term operating plans. We believe that Non-GAAP Income from
Operations facilitates comparison of our operating performance on a consistent
basis between periods, and when viewed in combination with our results prepared
in accordance with GAAP, helps provide a broader picture of factors and trends
affecting our results of operations. While the amortization expense of acquired
technology,partner relationships and tradenames is excluded from Non-GAAP Income
from Operations, the revenue related to acquired technology, partner
relationships and tradenames is reflected in Non-GAAP Income from Operations as
these assets contribute to our revenue generation. Non-GAAP Income from
Operations has limitations as an analytical tool, and you should not consider it
in isolation, or as a substitute for analysis of our results as reported under
GAAP. Because of these limitations, Non-GAAP Income from Operations should not
be considered as a replacement for operating income, as determined by GAAP, or
as a measure of our profitability. We compensate for these limitations by
relying primarily on our GAAP results and using non-GAAP measures only for
supplemental purposes. Our presentation of Non-GAAP Income from Operations
should not be construed to imply that our future results will be unaffected by
the types of items excluded from the calculation of Non-GAAP Income from
Operations. Non-GAAP Income from Operations is not a presentation made in
accordance with GAAP and the use of the term may vary from other companies.

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A reconciliation of Non-GAAP Income from Operations to income from operations,
the most directly comparable GAAP measure, is as follows:

                                                     Year Ended December 31,
                                                2020           2019          2018
                                                         (in thousands)
Income from operations                       $  60,968      $ 29,225      $  8,418

Amortization of acquired intangible assets 22,679 22,600 25,481 Stock-based compensation expense

                33,460        12,215        

4,135


Restructuring expense(1)                         3,835             -        

-


Transaction related and other expense(2)         3,112             -        

-


Non-GAAP Income from Operations              $ 124,054      $ 64,040      $ 

38,034




(1)Restructuring expense primarily relates to severance costs incurred in
connection with a reduction in workforce undertaken in Q2 2020 to align our cost
structure to expectations of potentially reduced revenue resulting from the
COVID-19 pandemic. Approximately $3.2 million and $0.6 million of restructuring
expense was recorded within operating expenses and cost of revenue,
respectively, for 2020.
(2)Transaction related and other expense primarily relates to costs incurred to
support our public company readiness, acquisition costs, as well as costs
related to a decision to discontinue development of a back-office system.

Non-GAAP Net Income (Loss)
Non-GAAP Net Income (Loss) is a supplemental measure of operating performance
that is not prepared in accordance with GAAP and that does not represent, and
should not be considered as, an alternative to net income (loss) as determined
in accordance with GAAP. We define Non-GAAP Net Income (Loss) as net income
(loss) before income taxes, adjusted for loss on extinguishment of debt,
amortization of acquired intangible assets, stock-based compensation expense,
restructuring expense, and transaction related and other expense. The Company
utilizes a normalized non-GAAP tax rate to provide better consistency across the
reporting periods by eliminating the effects of non-recurring and
period-specific items, which can vary in size and frequency, and which are not
necessarily indicative of the Company's long-term operations. The normalized
non-GAAP tax rate applied to each period presented was 25%. We use Non-GAAP Net
Income (Loss) to understand and evaluate our core operating performance and
trends and to develop short-term and long-term operating plans. We believe that
Non-GAAP Net Income facilitates comparison of our operating performance on a
consistent basis between periods, and when viewed in combination with our
results prepared in accordance with GAAP, helps provide a broader picture of
factors and trends affecting our results of operations. While the amortization
expense of acquired technology, partner relationships and tradenames is excluded
from Non-GAAP Net Income (Loss), the revenue related to acquired technology,
partner relationships and tradenames is reflected in Non-GAAP Net Income (Loss)
as these assets contribute to our revenue generation. Non-GAAP Net Income (Loss)
has limitations as an analytical tool, and you should not consider it in
isolation, or as a substitute for analysis of our results as reported under
GAAP. Because of these limitations, Non-GAAP Net Income (Loss) should not be
considered as a replacement for net income (loss), as determined by GAAP, or as
a measure of our profitability. We compensate for these limitations by relying
primarily on our GAAP results and using non-GAAP measures only for supplemental
purposes. Our presentation of Non-GAAP Net Income (Loss) should not be construed
to imply that our future results will be unaffected by the types of items
excluded from the calculation of Non-GAAP Net Income (Loss). Non-GAAP Net Income
(Loss) is not a presentation made in accordance with GAAP and the use of the
term may vary from other companies.

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A reconciliation of Non-GAAP Net Income (Loss) to net income (loss), the most
directly comparable GAAP measure, is as follows:

                                                           Year Ended December 31,
                                                      2020          2019           2018
                                                                (in thousands)
GAAP net income (loss)                             $ 22,498      $ (31,188)     $ (37,723)
GAAP (provision for) benefit from income taxes       (8,062)         2,511  

10,041


GAAP income (loss) before income taxes               30,560        (33,699) 

(47,764)


Loss on extinguishment of debt                        8,488         19,231              -
Amortization of acquired intangible assets           22,679         22,600  

25,481


Stock-based compensation expense                     33,460         12,215  

4,135


Restructuring expense(1)                              3,835              -              -
Transaction related and other expense(2)              3,112              -              -

Non-GAAP (provision for) benefit income taxes(3) (25,534) (5,088)


        4,537
Non-GAAP Net Income (Loss)                         $ 76,600      $  15,259      $ (13,611)


(1)Restructuring expense primarily relates to severance costs incurred in
connection with a reduction in workforce undertaken in Q2 2020 to align our cost
structure to expectations of potentially reduced revenue resulting from the
COVID-19 pandemic. Approximately $3.2 million and $0.6 million of restructuring
expense was recorded within operating expenses and cost of revenue,
respectively, for 2020.
(2)Transaction related and other expense primarily relates to costs incurred to
support our public company readiness, acquisition costs, as well as costs
related to a decision to discontinue development of a back-office system.
(3)The normalized non-GAAP tax rate applied to each period presented was 25%.
The Company may adjust its non-GAAP tax rate as additional information becomes
available or events occur which may materially affect this rate, including
impacts from the rapidly evolving global tax environment, significant changes in
our geographic mix, merger and acquisition activity, or changes in our business
outlook.
Adjusted EBITDA
Adjusted EBITDA is a supplemental measure of operating performance monitored by
management that is not defined under GAAP and that does not represent, and
should not be considered as, an alternative to net income (loss), as determined
by GAAP. We define Adjusted EBITDA as net income (loss) adjusted for interest
and other expense, net, loss on extinguishment of debt, depreciation and
amortization, (provision for) benefit from income taxes, stock-based
compensation expense, restructuring expense and transaction related and other
expense. We use Adjusted EBITDA to understand and evaluate our core operating
performance and trends and to develop short-term and long-term operating plans.
Adjusted EBITDA has limitations as an analytical tool, and you should not
consider it in isolation or as a substitute for analysis of our results as
reported under GAAP. Because of these limitations, you should consider Adjusted
EBITDA alongside other financial performance measures, including net income
(loss) and our other GAAP results. Our presentation of Adjusted EBITDA should
not be construed to imply that our future results will be unaffected by the
types of items excluded from the calculation of Adjusted EBITDA. Adjusted EBITDA
is not a presentation made in accordance with GAAP and the use of the term may
vary from other companies.

A reconciliation of Adjusted EBITDA to net income (loss), the most directly comparable GAAP measure, is as follows:


                                                     Year Ended December 31,
                                               2020           2019           2018
                                                         (in thousands)
Net income (loss)                           $  22,498      $ (31,188)     $ (37,723)
Interest and other expense, net(1)             21,920         43,693        

56,182


Loss on extinguishment of debt                  8,488         19,231        

-


Depreciation and amortization                  49,113         43,162        

41,876

Provision for (benefit from) income taxes 8,062 (2,511) (10,041) Stock-based compensation expense

               33,460         12,215        

4,135


Restructuring expense(2)                        3,835              -        

-


Transaction related and other expense(3)        3,112              -              -
Adjusted EBITDA                             $ 150,488      $  84,602      $  54,429

(1) Interest and other expense, net includes interest expense, net, foreign currency gains and losses and other expenses.


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(2)Restructuring expense primarily relates to severance costs incurred in
connection with a reduction in workforce undertaken in Q2 2020 to align our cost
structure to expectations of potentially reduced revenue resulting from the
COVID-19 pandemic. Approximately $3.2 million and $0.6 million of restructuring
expense was recorded within operating expenses and cost of revenue,
respectively, for 2020.
(3)Transaction related and other expense primarily relates to costs incurred to
support our public company readiness, acquisition costs, as well as costs
related to a decision to discontinue development of a back-office system.


                        Liquidity and Capital Resources

General


As of December 31, 2020, our balance of cash and restricted cash totaled
$170.4 million, as compared to $29.1 million as of December 31, 2019. In
addition, as of December 31, 2020, we had no debt outstanding and $198.1 million
of capacity under our 2020 Revolving Credit Agreement (defined below), as
compared to principal balances outstanding under our 2019 Credit Agreement of
$562.3 million as of December 31, 2019. We believe our existing cash and cash
provided by our ongoing operations will be sufficient to meet our working
capital and capital expenditure needs for at least the next 12 months.

 Historically, as we invested in our organization and infrastructure to meet
increasing demand for our products and services and to drive our rapid growth we
have financed our operations primarily through cash received from operations and
debt financing. During 2020, in response to the spread of COVID-19 and its
impacts on the world economy, we undertook various measures to improve our
liquidity position and match our cost structure to our revenue and cash
generation activities. In the first quarter of 2020, we drew down the remaining
available balance of $32.1 million under our 2019 Revolving Credit Facility for
working capital purposes, as well as to strengthen our cash position and
maintain flexibility. We also took measures to reduce expenses, including a
reduction in workforce in May 2020, and deferred certain capital projects. In
addition, the COVID-19 pandemic resulted in a reduction of marketing, event and
travel costs, including the cancellation of DattoCon and DattoCon EMEA in 2020.
We also elected to defer payment of our obligation for social security tax for
the remainder of 2020 as provided in the CARES Act, resulting in a reduction in
cash outflows of $5.8 million during 2020. These actions combined to increase
cash provided by operating activities for 2020 to $108.7 million, as compared to
$11.2 million for 2019. In the future we will continue to invest in our
organization and infrastructure and expect to resume hosting our world-class
partner events in-person as we continue to grow and innovate along with our MSP
partners.

On October 23, 2020, we closed our IPO through which we issued and sold
22,000,000 shares of common stock at a price per share of $27.00. We received
aggregate net proceeds of approximately $558.0 million from the IPO, after
deducting the underwriting discount of $36.0 million. Shortly after closing the
IPO, the Company utilized the IPO proceeds and $38.4 million of available cash
to repay the outstanding balances under the 2019 Credit Agreement of $590.2
million, pay $1.6 million of related accrued interest, and pay $1.2 million in
debt issuance costs for the 2020 Credit Agreement. In addition, on November 3,
2020, the underwriters exercised their option in full to purchase 3,300,000
additional shares of common stock at a price of $27.00 per share, resulting in
net proceeds of approximately $83.6 million, after deducting the underwriting
discount of $5.4 million. The total net proceeds from the IPO, after deducting
the underwriters discount, were $641.6 million. In addition, we paid
$5.3 million in IPO costs through December 31, 2020.
Our future capital requirements will depend on several factors, including but
not limited to, our subscription revenue growth rate and the need to invest in
our Datto Cloud infrastructure to support such growth, the timing of cash
receipts and payments, the timing and extent of spending to support research and
development, the pace of expansion of sales and marketing activities, including
in international markets, the level of investment in back-office infrastructure,
and the cost to operate as a public company. In the future, we may also enter
into arrangements to acquire or invest in complementary businesses, services and
technologies, including intellectual property rights.
We may be required to seek additional equity or debt financing to meet our
future capital requirements. In the event additional financing is required from
outside sources, we may not be able to raise it on terms acceptable to us or at
all. If we are unable to raise additional capital or generate cash flows
necessary to fund the expansion of our operations and invest in new
technologies, this could reduce our ability to compete successfully and harm our
results of operations.

Credit Facilities

On October 23, 2020, Datto, Inc., as borrower (the "Borrower"), Merritt Holdco,
Inc., Autotask Superior Holding, Inc., Backupify, Inc., Autotask Corporation,
Open Mesh, Inc. and SoonR, Inc., each a direct or indirect wholly-owned
subsidiary of Datto Holding Corp., entered into a credit agreement (the "2020
Credit Agreement") with the lenders party thereto and Morgan Stanley Senior
Funding, Inc., as administrative agent. The 2020 Credit Agreement is guaranteed
by Merritt Holdco, Inc., Autotask Superior Holding, Inc., Backupify, Inc., Open
Mesh, Inc., Autotask Corporation, and SoonR, Inc. (the "Guarantors," and,
together with the Borrower, the "Loan Parties") and is supported by a security
interest in substantially all of the Loan Parties' personal property and assets,
subject to customary exceptions.
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The 2020 Credit Agreement provides for an initial $200.0 million in commitments
for revolving credit loans, which may be increased or decreased under specific
circumstances, with a $40.0 million letter of credit sublimit and a $100 million
alternative currency sublimit (the "2020 Revolving Credit Facility"). In
addition, the 2020 Credit Agreement provides for the ability of the Borrower to
request incremental term loan facilities. Borrowings pursuant to the 2020 Credit
Agreement may be used for working capital and other general corporate purposes,
including for acquisitions permitted under the 2020 Credit Agreement.

Borrowings under the 2020 Credit Agreement are scheduled to mature on October
23, 2025. The 2020 Credit Agreement contains certain customary events of
default, which include failure to make payments when due thereunder, the
material inaccuracy of representations or warranties, failure to observe or
perform certain covenants, cross-defaults, bankruptcy and insolvency-related
events, certain judgments, certain ERISA-related events, or a Change in Control
(as defined in the 2020 Credit Agreement).

The 2020 Credit Agreement contains certain customary representations and
warranties and affirmative and negative covenants, including certain
restrictions on the ability of the Loan Parties and their Restricted
Subsidiaries (as defined in the 2020 Credit Agreement) to incur any additional
indebtedness or guarantee indebtedness of others, to create liens on properties
or assets, and to enter into certain asset and stock-based transactions. In
addition, under the terms of the 2020 Credit Agreement, the Borrower's First
Lien Net Leverage Ratio shall not be more than 4.00 to 1.00.

The interest rates applicable to the revolving borrowings under the 2020 Credit
Agreement, are, at the Borrower's option, either (i) a base rate, equal to the
greater of (a) the Prime Rate, (b) the Federal Funds Effective Rate plus 0.5% or
(c) the Adjusted LIBO Rate for a one month Interest Period (each term as defined
in the 2020 Credit Agreement) plus 1%, or (ii) the Adjusted LIBO Rate equal to
the LIBO Rate for the applicable Interest Period, plus in the case of each of
clauses (i) and (ii), the Applicable Rate (as defined in the 2020 Credit
Agreement). The Applicable Rate (i) for base rate loans range from 0.25% to 1.0%
per annum and (ii) for LIBO Rate loans range from 1.25% to 2.0% per annum, in
each case, based on the Senior Secured Net Leverage Ratio (as defined in the
2020 Credit Agreement). The Borrower will pay a commitment fee during the term
of the 2020 Credit Agreement ranging from 0.20% to 0.35% per annum of the
average daily undrawn portion of the revolving commitments based on the Senior
Secured Net Leverage Ratio (as defined in the 2020 Credit Agreement).

Any borrowings under the 2020 Credit Agreement may be repaid, in whole or in
part, at any time and from time to time without premium or penalty other than
customary breakage costs, and any amounts repaid may be reborrowed. No mandatory
prepayments will be required other than when borrowings and letter of credit
usage exceed the aggregate commitment of all lenders.

The 2020 Revolving Credit Facility was undrawn as of December 31, 2020, with the
exception of $1.9 million of outstanding letters of credit.
Cash Flows
The following table presents a summary of our consolidated cash flows from
operating, investing and financing activities for the periods indicated.

                                                               Year Ended December 31,
                                                         2020           2019           2018
                                                                   (in thousands)

Net cash (used in) provided by operating activities $ 108,698 $ 11,235 $ (10,559) Net cash used in investing activities

$ (44,837)     $ 

(38,226) $ (28,199) Net cash (used in) provided by financing activities $ 75,679 $ 18,505 $ (5,182)




Operating Activities
For 2020, net cash provided by operating activities was $108.7 million, which
resulted from net income of $22.5 million, adjusted for non-cash charges of
$106.8 million and net cash outflow of $20.6 million from changes in operating
assets and liabilities. Non-cash charges primarily consisted of depreciation and
amortization expenses of $49.1 million, stock-based compensation expense of
$33.5 million, loss on extinguishment of debt of $8.5 million and an increase in
deferred income taxes of $7.8 million. The net cash outflow from changes in
operating assets and liabilities was primarily driven by an increase in other
assets of $13.0 million primarily driven by an increase in deferred contract
acquisition costs, as well as an increase in prepaid expenses and other current
assets of $7.5 million, primarily driven by the payment of insurance as a result
of becoming a public company.
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For 2019, net cash provided by operating activities was $11.2 million, which
resulted from a net loss of $31.2 million, adjusted for non-cash charges of
$80.2 million and net cash outflow of $37.8 million from changes in operating
assets and liabilities. Non-cash charges primarily consisted of depreciation and
amortization expenses of $43.2 million, loss on extinguishment of debt of
$19.2 million and stock-based compensation expense of $12.2 million, partially
offset by a decrease in deferred income taxes of $6.1 million. The net cash
outflow from changes in operating assets and liabilities was primarily driven by
an increase in other assets of $24.2 million, including a $14.9 million increase
in deferred contract acquisition costs, an increase of $6.0 million in contract
assets, and an increase in capitalized costs for cloud computing arrangements.
In addition, accounts receivables increased $10.8 million as a result of the
growth in revenue and the timing of cash receipts, which was impacted by a
system conversion implemented in 2019 which contributed to collection
challenges, and deferred revenue decreased $7.9 million as a result of the
timing of invoicing. The increase in operating assets was partially offset by an
increase in accounts payable and accrued expenses of $14.8 million as a result
of the timing of payments.

For 2018, net cash used in operating activities was $10.6 million, which
resulted from a net loss of $37.7 million, adjusted for non-cash charges of
$40.2 million and net cash outflow of $13.0 million from changes in operating
assets and liabilities. Non-cash charges primarily consisted of depreciation and
amortization expenses of $41.9 million and stock-based compensation expense of
$4.1 million, partially offset by a decrease in deferred income taxes of $11.9
million. The net cash outflow from changes in operating assets and liabilities
was primarily driven by an increase in other assets of $15.9 million related to
increased deferred commission costs and capitalized costs for cloud computing
arrangements, partially offset by an increase in deferred revenue of $13.8
million as a result of the impact of purchase accounting adjustments, related
primarily to the fair value assigned to deferred revenue in the formation of
Datto Holding Corp. in October 2017 for the purpose of acquiring all of the
capital stock of Datto, Inc. (the "Vista Acquisition"), as well as the overall
increase in revenue.
Investing Activities
Cash used in investing activities was $44.8 million during 2020, primarily
resulting from investment in servers for our Datto Cloud infrastructure to
support our overall subscription growth. In addition, we incurred expenses for
leasehold improvements and furniture and fixtures to expand and update certain
offices and purchased computer equipment to support our workforce and global
expansion. In July 2020, we acquired two affiliated Australian entities, Gluh
Pty Ltd and Keystone Software Holdings Pty Ltd, which offer a quoting tool for
MSPs to quote, sell and procure IT goods and services. The amount paid was
approximately $4.4 million, reflecting the purchase price of $4.0 million and
certain closing adjustments.
Cash used in investing activities was $38.2 million during 2019, primarily
resulting from investment in servers for our Datto Cloud infrastructure to
support our overall subscription growth. In addition, we incurred expenses for
leasehold improvements to expand and update certain offices and purchased
computer equipment in order to support the growth in our workforce.

Cash used in investing activities was $28.2 million during 2018, primarily
resulting from investment in servers for our Datto Cloud infrastructure to
support our overall subscription growth. In addition, we incurred expenses for
leasehold improvements to expand and update certain offices and purchased
computer equipment in order to support our growth in workforce.
Financing Activities
Cash provided by financing activities was $75.7 million during 2020, primarily
reflecting proceeds from our IPO, net of the underwriting discount, of
$641.6 million, offset by debt repayments of $594.7 million, including $590.2
million to repay all outstanding balances under our 2019 Credit Agreement,
payment of IPO costs of $5.3 million, and payment of debt issuance costs of
$1.2 million for our 2020 Credit Agreement. In addition, proceeds from the
exercise of stock options was $3.2 million.
Cash provided by financing activities was $18.5 million during 2019, primarily
reflecting proceeds from borrowings under our 2019 Credit Agreement of
$562.3 million, partially offset by repayment of our previous term loan of
$520.3 million, a pre-payment penalty of $10.4 million incurred on our previous
term loan, and deferred financing costs of $8.8 million incurred in securing our
2019 Credit Agreement. In addition, we paid $1.4 million in settlement of
certain stock-based awards held by terminated employees.

Cash used in financing activities was $5.2 million during 2018, including $4.2
million for the repurchase of common stock and the settlement of stock-based
payment awards and $1.0 million for the repayment of outstanding debt related to
capital leases.
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Contractual Obligations and Commitments
The following table sets forth the amounts of our significant contractual
obligations and commitments with definitive payment terms as of December 31,
2020:
                                                                                 Payments due by Period
                                                                    Less than                                                 More than
                                                   Total              1 Year           1-3 years          3-5 Years            5 years
                                                                                     (in thousands)

Revolving credit facility-commitment fees(1) $ 1,933 $ 400 $ 800 $ 733 $ - Unconditional purchase obligations(2)

              68,568             35,434             22,450             10,684                   -
Operating lease obligations(3)                     45,586              9,308             17,283             12,269               6,726
Total                                           $ 116,087          $  45,142          $  40,533          $  23,686          $    6,726


________________
(1)We are required to pay a commitment fee of 0.20-0.35%, based on the Company's
leverage ratio, on the undrawn portion of the revolving credit facility under
the 2020 Credit Agreement. We have estimated the obligations based on the facts
and circumstances in place at December 31, 2020.
(2)We have unconditional purchase obligations that primarily consist of
commitments related to our co-located data centers, telecommunication,
networking, subscription and consulting services.
(3)Our operating lease obligations consist primarily of office space and
warehousing.
                              Impact of Inflation
While inflation may impact our net revenues and costs of revenues, we believe
the effects of inflation, if any, on our results of operations and financial
condition have not been significant. However, there can be no assurance that our
results of operations and financial condition will not be materially impacted by
inflation in the future.
                           Indemnification Agreements
In the ordinary course of business, we enter into agreements of varying scope
and terms pursuant to which we agree to indemnify MSP partners, vendors,
lessors, business partners and other parties with respect to certain matters,
including, but not limited to, losses arising out of the breach of such
agreements, services to be provided by us or from intellectual property
infringement claims made by third parties. No demands have been made upon us to
provide indemnification under such agreements and there are no claims that we
are aware of that could have a material effect on our consolidated balance
sheet, consolidated statement of operations and comprehensive loss or
consolidated statement of cash flows. In addition, in connection with the
completion of our IPO, we entered into indemnification agreements with our
directors and certain officers and employees that require us, among other
things, to indemnify them against certain liabilities that may arise by reason
of their status or service as directors, officers or employees.
                         Off-Balance Sheet Arrangements

We did not have any material off-balance sheet arrangements as of December 31, 2020.


                                    JOBS Act
We qualify as an "emerging growth company" pursuant to the provisions of the
JOBS Act. For as long as we are an "emerging growth company," we may take
advantage of certain exemptions from various reporting requirements that are
applicable to other public companies that are not "emerging growth companies,"
including, but not limited to, not being required to comply with the auditor
attestation requirements of Section 404(b) of the Sarbanes-Oxley Act, reduced
disclosure obligations regarding executive compensation in our periodic reports
and proxy statements, exemptions from the requirements of holding shareholder
advisory "say-on-pay" votes on executive compensation and shareholder advisory
votes on golden parachute compensation.
The JOBS Act also permits an emerging growth company like us to take advantage
of an extended transition period to comply with new or revised accounting
standards applicable to public companies. We have elected to "opt-in" to this
extended transition period for complying with new or revised accounting
standards and, therefore, we will not be subject to the same new or revised
accounting standards as other public companies that comply with such new or
revised accounting standards on a non-delayed basis.
             U.K.'s Referendum Decision to Exit the European Union
The United Kingdom left the European Union on January 31, 2020 and the
transition period during which most E.U. rules continued to apply expired on
December 31, 2020. Although the U.K. and European Union have reached an
agreement on certain terms concerning the U.K.'s withdrawal, there remains
substantial uncertainty regarding the details of the U.K.'s ongoing relationship
with the European Union. We continue to monitor the status of the negotiations
and to plan for potential political, economic and social instability.
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Since we have historically provided our Business Management (PSA) and SaaS
Protection products to European customers from a U.K. data center and have
supported certain older BCDR devices through our U.K. data center, we have taken
the following steps to mitigate the potential impact of Brexit on our
operations:
•developed infrastructure that will allow us to provide both our PSA and SaaS
Protection products out of our data center in Germany;
•permitted European customers to move their PSA, SaaS Protection and BCDR
service instances from the U.K. to Germany;
•published a notice on our website regarding our Brexit preparations and the
process to migrate accounts out of the U.K.;
•sent emails regarding Brexit to our potentially impacted customers; and
•began implementing a system where new customers will be able to track the
region in which data is stored and opt for the desired location.
The ultimate impact of Brexit on our business operations and financial results
is uncertain. For additional information on risks related to Brexit, see "Risk
Factors-Risks Related to Our Business and Industry."
                          Critical Accounting Policies
Our discussion and analysis of financial condition and results of operations are
based upon our consolidated financial statements included in this Annual Report
on Form 10-K. The preparation of our consolidated financial statements in
accordance with U.S. GAAP requires us to make estimates and assumptions that
affect the reported amounts of assets, liabilities, revenue and expenses. We
base our estimates on past experience and other assumptions that we believe are
reasonable under the circumstances, and we evaluate these estimates on an
ongoing basis. Actual results may differ from those estimates.
Our critical accounting policies are those that materially affect our
consolidated financial statements and involve difficult, subjective or complex
judgments by management. A thorough understanding of these critical accounting
policies is essential when reviewing our consolidated financial statements.
Stock-Based Compensation
Accounting for stock-based compensation requires us to make a number of
judgments, estimates and assumptions. If any of our estimates prove to be
inaccurate, our net income (loss) and operating results could be adversely
affected.
We estimate the fair value of stock options granted to employees and directors
using the Black-Scholes option-pricing model, which requires the input of
subjective assumptions, including (1) the fair value of common stock, (2) the
expected stock price volatility, (3) the expected term of the award, (4) the
risk-free interest rate and (5) expected dividends. Also, we made an accounting
policy election to account for forfeitures as they occur. The assumptions for
the Black-Scholes option-pricing model were estimated as follows:
•Fair value of common stock. Prior to our IPO our common stock was not yet
publicly traded. As such we were required to estimate the fair value of our
common stock, as discussed in "Common Stock Valuation" below. For grants after
the IPO, the fair value is based on the closing price of our common stock on the
NYSE as reported on the last trading day prior to the grant date.
•Expected volatility. As a result of the lack of historical and implied
volatility data of our common stock, the expected stock price volatility has
been estimated based on the historical volatilities of a specified group of
companies in our industry for a period equal to the expected life of the option.
We selected companies with comparable characteristics to us, including
enterprise value, risk profiles and position within the industry and with
historical share price information sufficient to meet the expected term of the
stock options. The historical volatility data has been computed using the daily
closing prices for the selected companies.
•Expected term. We determine the expected term based on the average period the
stock options are expected to remain outstanding using the simplified method,
generally calculated as the midpoint of the stock options' vesting term and
contractual expiration period, as we do not have sufficient historical
information to develop reasonable expectations about future exercise patterns
and post-vesting employment termination behavior.

•Risk-free rate. Our risk-free interest rate is based on the U.S. Treasury yield
curve in effect at the time of grant for zero-coupon U.S. Treasury notes with
maturities approximately equal to the stock option's expected term.
•Expected dividend yield. We utilize a dividend yield of zero, as we do not
currently issue dividends, nor do we expect to do so in the future.
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Common Stock Valuation

Since our IPO, the fair value of the shares of common stock underlying our
equity awards has been based on the closing price of the Company's common stock
on the last trading day prior to the grant date, as reported on the NYSE. Prior
to our IPO, the fair value of the shares of common stock underlying our equity
awards was based on a determination by our Board, with input from management and
contemporaneous third-party valuations, as there was no public market for our
common stock.
In valuing our pre-IPO common stock, our Board determined the value using both
the income and the market approach valuation methods. The income approach
estimates value based on the expected future cash flows that our company will
generate. These future cash flows are discounted to their present values using a
discount rate based on our weighted average cost of capital, or WACC. To derive
our WACC, a cost of equity was developed using the Capital Asset Pricing Model
and comparable company betas, and a cost of debt was determined based on our
estimated cost of borrowing. The costs of debt and equity were then weighted
based on our actual capital structure. The market approach estimates value based
on a comparison of our company to comparable publicly traded companies in a
similar line of business and to acquisitions in the market. From the comparable
companies, a representative market multiple is determined and subsequently
applied to our historical and forecasted financial results to estimate our
enterprise value. From the acquisitions analysis, a representative market
multiple is determined and subsequently applied to our historical financial
results to estimate our enterprise value.
Application of these approaches involves the use of estimates, judgment and
assumptions that are highly complex and subjective, such as those regarding our
expected future revenue, expenses, and cash flows, discount rates, market
multiples, the selection of comparable companies and the probability of possible
future events. Changes in any or all of these estimates and assumptions or the
relationships among those assumptions could have a material impact on the
valuation of our common stock as of each valuation date.
Revenue Recognition and Contract Balances
We recognize revenue in accordance with the Financial Accounting Standards
Board's Accounting Standards Codification Topic 606, which we adopted as of
January 1, 2018 on a modified retrospective basis. We generate revenue from fees
received for subscriptions, support and related services, and from the sale of
devices. We recognize revenue related to contracts with partners when we
transfer promised goods or services to partners in an amount that reflects the
consideration to which the entity expects to be entitled in exchange for those
goods or services. This is determined by following a five-step process which
includes (1) identifying the contract with a partner, (2) identifying the
performance obligations in the contract, (3) determining the transaction price,
(4) allocating the transaction price and (5) recognizing revenue when or as we
satisfy a performance obligation.
We identify performance obligations in a contract based on the goods and
services that will be transferred to the partner that are identifiable or
distinct from other promises in the contract. If not considered distinct, the
promised goods or services are combined with other goods or services and
accounted for as a combined performance obligation. Determining the distinct
performance obligations in a contract requires judgment. Our performance
obligations primarily include subscription services, including warranties,
unspecified upgrades or enhancements to our hosted SaaS offerings, delivery of
devices and training. We believe that our technical support, warranties and
unspecified upgrades or enhancements performance obligations each have the same
pattern of transfer to the partner and are therefore accounted for as a single
distinct performance obligation.
We allocate the transaction price of the contract to each distinct performance
obligation on a relative standalone selling price basis. Estimating standalone
selling prices for our performance obligations requires judgment and is based on
multiple factors including, but not limited to, observable cost data, industry
margin studies, historical selling prices, internal pricing policies and pricing
practices in different regions and through different sales channels and internal
cost structure. We review the standalone selling price for our performance
obligations periodically and update them, if needed, to ensure that the
methodology utilized reflects our current pricing practices.
Contract Balances
The timing of revenue recognition may differ from the timing of invoicing to
customers. We record an accounts receivable when revenue is recognized prior to
invoicing and payment will become due solely based on the passage of time, a
contract asset when revenue is recognized prior to invoicing and payment is
contingent upon transfer of control of another separate performance obligation,
or deferred revenue when payment is received prior to the recognition of
revenue. We use judgement in determining the standalone selling price for our
performance obligations which would affect the amount of contract balances
recognized. Deferred revenue that will be realized during the succeeding
12-month period is recorded as current, and the remaining deferred revenue is
recorded as non-current.
Contract Acquisition Costs
We capitalize commission expenses that are incremental to obtaining customer
contracts, using a portfolio approach. These contract acquisition costs are
deferred and recorded in other assets on our consolidated balance sheets. We
make judgments in determining the
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amount of costs to be expensed in the period, including amounts which are
expensed as incurred, which is the approach if the expected period of benefit is
less than one year, and amounts which are capitalized and expensed over future
periods, which is the approach if the expected period of benefit is beyond one
year. The period of benefit often extends beyond the contract term, as we only
pay a commission on the initial contract term and not upon renewal of the
contract. We have determined that the expected period of benefit is five years
based on evaluation of a number of factors, including customer attrition rates,
weighted average useful lives of our partner relationship and developed
technology intangible assets, and market factors, including the overall
competitive environment and the technology life utilized by competitors.
Contract acquisition costs which are capitalized are amortized as a component of
sales and marketing expense in our consolidated statements of operations.
Recent Accounting Pronouncements
For a description of our recently adopted accounting pronouncements and
accounting pronouncements issued but not yet adopted, see Note 2. Significant
Accounting Policies to our consolidated financial statements in this Annual
Report on Form 10-K.
ITEM 7A. Quantitative and Qualitative Disclosures About Market Risk
Market risk represents the risk of loss that may impact our financial position
because of adverse changes in financial market prices and rates. Our market risk
exposure is primarily a result of exposure resulting from potential changes in
inflation or interest rates. We do not hold financial instruments for trading
purposes.
Foreign Currency Exchange Risk
The functional currencies of our foreign subsidiaries are the respective local
currencies. Most of our sales and operating expenses are denominated in the
currencies of the countries in which our operations are located, which are
primarily in the United States, United Kingdom and Europe, although we do have
certain arrangements in which we invoice in a non-functional currency, based
upon the location of the Partner. Our consolidated results of operations and
cash flows are, therefore, subject to fluctuations resulting from changes in
foreign currency exchange rates and may be adversely affected in the future
because of changes in foreign exchange rates. To date, we have not entered into
any hedging arrangements with respect to foreign currency risk or other
derivative financial instruments. During the year ended December 31, 2020, a
hypothetical 10% change in foreign currency exchange rates applicable to our
business would not have had a material impact on our consolidated financial
statements.
Interest Rate Risk
At December 31, 2020, we had no outstanding borrowings under the 2020 Credit
Agreement. To the extent we incur borrowings, our primary market risk exposure
is changes to the Prime Rate, the Federal Funds Effective Rate or LIBO Rate (and
the LIBOR Successor Rate)-based interest rates. Interest rate risk is sensitive
to many factors, including U.S. monetary and tax policies, U.S. and
international economic factors and other factors beyond our control. The
interest rate on our revolving borrowings under the 2020 Credit Agreement, are,
at our option, either (i) a base rate, equal to the greater of (a) the Prime
Rate, (b) the Federal Funds Effective Rate plus 0.5% or (c) the Adjusted LIBO
Rate for a one month Interest Period (each term as defined in the 2020 Credit
Agreement) plus 1%, or (ii) the Adjusted LIBO Rate equal to the LIBO Rate for
the applicable Interest Period, plus in the case of each of clauses (i) and
(ii), the Applicable Rate (as defined in the 2020 Credit Agreement). The
Applicable Rate (i) for base rate loans range from 0.25% to 1.0% per annum and
(ii) for LIBO Rate loans range from 1.25% to 2.0% per annum, in each case, based
on the Senior Secured Net Leverage Ratio (as defined in the 2020 Credit
Agreement).
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