Forward-Looking Information



This Annual Report contains forward-looking statements within the meaning of
Section 21E of the Exchange Act. For this purpose, any statements contained
herein that are not statements of historical fact, including without limitation,
certain statements regarding industry prospects and our results of operations or
financial position, may be deemed to be forward-looking statements. Without
limiting the foregoing, the words "believes," "anticipates," "plans," "expects,"
and similar expressions are intended to identify forward-looking statements. The
important factors discussed under "Part I. Item 1A. Risk Factors," among others,
could cause actual results to differ materially from those indicated by
forward-looking statements made herein and presented elsewhere by management
from time to time. Such forward-looking statements represent management's
current expectations and are inherently uncertain. Investors are warned that
actual results may differ from management's expectations.

Management's Discussion and Analysis for the Year Ended December 31, 2017



In accordance with the SEC's recently issued disclosure simplification rules, we
have elected to exclude from this Annual Report discussion of our results for
the year ended December 31, 2017. Management's discussion and analysis of
financial condition and results of operations for the year ended December 31,
2017, as adjusted to reflect the full retrospective adoption of ASU 2014-09,
including comparison of our results for the years ended December 31, 2018 and
2017, is included in Item 7 of our Annual Report on Form 10-K for the year ended
December 31, 2018.

Overview



MicroStrategy is a global leader in enterprise analytics software and
services. The MicroStrategy platform brings together data from our customers'
enterprise applications, such as their financial systems, human resources
systems, and supply chain management and customer relationship management tools,
and provides analytics for actionable insights. Customers can also use our
consulting and education offerings to harness MicroStrategy's innovative
technology and empower their workforce to make better decisions.

Over recent years, we have invested in innovation by making our platform more
usable, powerful, scalable, flexible, and secure. Examples of these innovations
include:

• HyperIntelligence products that enable more users in the organization to

access information rapidly by providing cards with contextual

intelligence, suggestions, and workflows directly within the websites,

applications, and mobile devices that people rely on every day.

• Mobile productivity apps that deploy our technology on any standard

device for a variety of business functions and roles.

• Open architecture, including federated analytics, that provides analysts

and data scientists with seamless access to trusted, governed data

directly within their favorite tools, including Excel, Power BI,

Tableau, Qlik, and more. Recent integrations also allow data scientists


          to access trusted, governed data, enrich that data with AI, and return
          it back to the MicroStrategy platform.


     •    Flexible deployment methods that allow our customers to deploy our
          platform efficiently and securely using their own hardware or in a cloud
          environment they manage or via MCE, our cloud subscription service.



Our customers include leading companies from a wide range of industries, including retail, consulting, technology, manufacturing, banking, insurance, finance, healthcare, telecommunications, as well as the public sector.


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The analytics market is highly competitive. Our future success depends on the
effectiveness with which we can differentiate our offerings from those offered
by large software vendors that provide products across multiple lines of
business, including one or more products that directly compete with our
offerings, and other potential competitors across analytics implementation
projects of varying sizes. We believe a key differentiator of MicroStrategy is
our comprehensive, modern, and open enterprise analytics and mobility platform
that uniquely features HyperIntelligence, transformational mobility, and
federated analytics.



The following table sets forth certain operating highlights (in thousands) for the years ended December 31, 2019 and 2018:





                                                     Years Ended December 31,
                                                       2019              2018
Revenues
Product licenses                                   $      87,471       $  88,057
Subscription services                                     29,394          29,570
Total product licenses and subscription services         116,865         117,627
Product support                                          292,035         296,216
Other services                                            77,427          83,795
Total revenues                                           486,327         497,638
Cost of revenues
Product licenses                                           2,131           4,864
Subscription services                                     15,161          13,620
Total product licenses and subscription services          17,292          18,484
Product support                                           28,317          20,242
Other services                                            54,365          60,773
Total cost of revenues                                    99,974          99,499
Gross profit                                             386,353         398,139
Operating expenses
Sales and marketing                                      191,235         205,525
Research and development                                 109,423         102,499
General and administrative                                86,697          86,134
Total operating expenses                                 387,355         394,158
(Loss) income from operations                      $      (1,002 )     $   3,981




As discussed in Note 15, Sale of Domain Name, to the Consolidated Financial
Statements, on May 30, 2019, we completed the sale of our Voice.com domain name
(the "Domain Name Sale"), resulting in a one-time gain of $29.8 million,
recorded in "Other income (expense), net" in the Consolidated Statements of
Operations and an associated discrete tax provision of $8.1 million during the
second quarter of 2019.

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As discussed in Note 10, Share-based Compensation, to the Consolidated Financial
Statements, we have outstanding stock options to purchase shares of our class A
common stock and certain other stock-based awards under our 2013 Equity
Plan. Share-based compensation expense (in thousands) from these awards was
recognized in the following operating expense line items in our Consolidated
Statements of Operations for the periods indicated:



                                            Years Ended December 31,
                                             2019               2018

Cost of subscription services revenues $ 7 $ 0 Cost of product support revenues

                  331                293
Cost of consulting revenues                       198                 72
Cost of education revenues                         20                176
Sales and marketing                             1,943              3,572
Research and development                        2,460              3,078
General and administrative                      5,250              7,445

Total share-based compensation expense $ 10,209 $ 14,636






As of December 31, 2019, we estimated that approximately $36.8 million of
additional share-based compensation expense for awards granted under the 2013
Equity Plan will be recognized over a remaining weighted average period of 3.2
years.

We base our internal operating expense forecasts on expected revenue trends and
strategic objectives. Many of our expenses, such as office leases and certain
personnel costs, are relatively fixed. Accordingly, any shortfall in revenue may
cause significant variation in our operating results. We therefore believe that
quarter-to-quarter comparisons of our operating results may not be a good
indication of our future performance.

Non-GAAP Financial Measures



We are providing supplemental financial measures for (i) non-GAAP income from
operations that excludes the impact of our share-based compensation
arrangements, (ii) non-GAAP net income and non-GAAP diluted earnings per share
that exclude the impact from the Tax Act in 2018 and the Domain Name Sale in
2019, and (iii) certain non-GAAP constant currency revenues, cost of revenues,
and operating expenses that exclude foreign currency exchange rate fluctuations.
These supplemental financial measures are not measurements of financial
performance under generally accepted accounting principles in the United States
("GAAP") and, as a result, these supplemental financial measures may not be
comparable to similarly titled measures of other companies. Management uses
these non-GAAP financial measures internally to help understand, manage, and
evaluate our business performance and to help make operating decisions.

We believe that these non-GAAP financial measures are also useful to investors
and analysts in comparing our performance across reporting periods on a
consistent basis. The first supplemental financial measure excludes a
significant non-cash expense that we believe is not reflective of our general
business performance, and for which the accounting requires management judgment
and the resulting share-based compensation expense could vary significantly in
comparison to other companies. The second set of supplemental financial measures
excludes the impact from the Tax Act, which was a one-time tax charge, and the
Domain Name Sale, which is outside of our normal business operations. The third
set of supplemental financial measures excludes changes resulting from
fluctuations in foreign currency exchange rates so that results may be compared
to the same period in the prior year on a non-GAAP constant currency basis. We
believe the use of these non-GAAP financial measures can also facilitate
comparison of our operating results to those of our competitors.

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Non-GAAP financial measures are subject to material limitations as they are not
in accordance with, or a substitute for, measurements prepared in accordance
with GAAP. For example, we expect that share-based compensation expense, which
is excluded from the first non-GAAP financial measure, will continue to be a
significant recurring expense over the coming years and is an important part of
the compensation provided to certain employees, officers, and directors. Our
non-GAAP financial measures are not meant to be considered in isolation and
should be read only in conjunction with our Consolidated Financial Statements,
which have been prepared in accordance with GAAP. We rely primarily on such
Consolidated Financial Statements to understand, manage, and evaluate our
business performance and use the non-GAAP financial measures only
supplementally.

The following is a reconciliation of our non-GAAP income from operations excluding the impact of our share-based compensation arrangements to its most directly comparable GAAP measures (in thousands) for the periods indicated:





                                                        Years Ended December 31,
                                                         2019               2018

Reconciliation of non-GAAP income from operations: (Loss) income from operations

$     (1,002 )     $   

3,981


Share-based compensation expense                           10,209           

14,636


Non-GAAP income from operations                      $      9,207       $     18,617




The following are reconciliations of our non-GAAP net income and non-GAAP
diluted earnings per share, in each case excluding the impact of the Tax Act in
2018 and the Domain Name Sale in 2019, to their most directly comparable GAAP
measures (in thousands, except per share data) for the periods indicated:



                                                            Years Ended December 31,
                                                            2019                2018
Reconciliation of non-GAAP net income:
Net income                                              $      34,355       $      22,501
Measurement-period adjustment related to the Tax Act                0              (3,106 )
Gain from Domain Name Sale, net of tax                        (21,778 )                 0
Non-GAAP net income                                     $      12,577

$ 19,395



Reconciliation of non-GAAP diluted earnings per
share:
Diluted earnings per share                              $        3.33

$ 1.97 Measurement-period adjustment related to the Tax Act (per diluted share)

                                              0.00       

(0.27 ) Gain from Domain Name Sale, net of tax (per diluted share)

                                                          (2.11 )     

0.00


Non-GAAP diluted earnings per share                     $        1.22       $        1.70




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The following are reconciliations of our non-GAAP constant currency revenues,
cost of revenues, and operating expenses to their most directly comparable GAAP
measures (in thousands) for the periods indicated. As discussed in Note 3,
Recent Accounting Standards, to the Consolidated Financial Statements, we
adopted ASU 2014-09 effective as of January 1, 2018 and adjusted our prior
period Consolidated Financial Statements to reflect full retrospective adoption.
Where applicable, information for the year ended December 31, 2017 within the
following reconciliations was also adjusted to reflect the full retrospective
adoption of ASU 2014-09, as presented in our Annual Report on Form 10-K for the
year ended December 31, 2018. No further adjustments for the year ended December
31, 2017 have been made in this Annual Report.



                                                                       Years Ended
                                                                      December 31,
                                                                                                                     Non-GAAP
                                         Foreign Currency         Non-GAAP                                           Constant
                                          Exchange Rate           Constant                             GAAP %       Currency %
                            GAAP            Impact (1)          Currency (2)           GAAP            Change       Change (3)
                            2019               2019                 2019               2018             2019           2019
Product licenses          $  87,471     $           (3,642 )   $       91,113     $        88,057          -0.7 %           3.5 %

revenues


Subscription services        29,394                   (333 )           29,727              29,570          -0.6 %           0.5 %
revenues
Product support             292,035                 (7,110 )          299,145             296,216          -1.4 %           1.0 %
revenues
Other services revenues      77,427                 (2,091 )           79,518              83,795          -7.6 %          -5.1 %
Cost of product support      28,317                   (479 )           28,796              20,242          39.9 %          42.3 %

revenues


Cost of other services       54,365                 (1,834 )           56,199              60,773         -10.5 %          -7.5 %

revenues


Sales and marketing         191,235                 (5,169 )          196,404             205,525          -7.0 %          -4.4 %

expenses


Research and                109,423                 (1,143 )          110,566             102,499           6.8 %           7.9 %
development expenses
General and                  86,697                 (1,029 )           87,726              86,134           0.7 %           1.8 %
administrative expenses

                                                                                                                     Non-GAAP
                                         Foreign Currency         Non-GAAP                                           Constant
                                          Exchange Rate           Constant                             GAAP %       Currency %
                            GAAP            Impact (1)          Currency (2)           GAAP            Change       Change (3)
                            2018               2018                 2018               2017             2018           2018
                                                                                   (as adjusted)
Product licenses          $  88,057     $           (1,692 )   $      

89,749 $ 93,259 -5.6 % -3.8 % revenues Subscription services 29,570

                    215             29,355              32,368          -8.6 %          -9.3 %
revenues
Product support             296,216                  1,278            294,938             289,184           2.4 %           2.0 %
revenues
Other services revenues      83,795                    856             82,939              89,032          -5.9 %          -6.8 %
Cost of product support      20,242                     36             20,206              17,481          15.8 %          15.6 %

revenues


Cost of other services       60,773                    522             60,251              58,557           3.8 %           2.9 %

revenues


Sales and marketing         205,525                   (603 )          206,128             175,045          17.4 %          17.8 %

expenses


Research and                102,499                    396            102,103              78,766          30.1 %          29.6 %
development expenses
General and                  86,134                    (22 )           86,156              80,161           7.5 %           7.5 %
administrative expenses



(1) The "Foreign Currency Exchange Rate Impact" reflects the estimated impact

from fluctuations in foreign currency exchange rates on international

components of our Consolidated Statements of Operations. It shows the

increase (decrease) in material international revenues or expenses, as

applicable, from the same period in the prior year, based on comparisons to

the prior year quarterly average foreign currency exchange rates. The term


     "international" refers to operations outside of the United States and
     Canada.


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(2) The "Non-GAAP Constant Currency" reflects the current period GAAP amount,

less the Foreign Currency Exchange Rate Impact.

(3) The "Non-GAAP Constant Currency % Change" reflects the percentage change

between the current period Non-GAAP Constant Currency amount and the GAAP


     amount for the same period in the prior year.




Critical Accounting Policies

Our discussion and analysis of our financial condition and results of operations
are based on our Consolidated Financial Statements, which have been prepared in
accordance with GAAP.

The preparation of our Consolidated Financial Statements requires us to make
estimates and judgments that affect the reported amounts of assets, liabilities,
and equity, the disclosure of contingent assets and liabilities at the date of
the financial statements, and the reported amounts of revenues and expenses
during the reporting period. These estimates, particularly estimates relating to
revenue recognition, have a material impact on our Consolidated Financial
Statements. Actual results and outcomes could differ from these estimates and
assumptions.

Revenue Recognition

We recognize revenue using a five-step model:



  (i) Identifying the contract(s) with a customer,


  (ii) Identifying the performance obligation(s),


  (iii) Determining the transaction price,

(iv) Allocating the transaction price to the performance obligations in the


         contract, and


  (v) Recognizing revenue when, or as, we satisfy a performance obligation.

We have elected to exclude taxes assessed by government authorities in determining the transaction price, and therefore revenue is recognized net of taxes collected from customers.

Performance Obligations and Timing of Revenue Recognition



We primarily sell goods and services that fall into the categories discussed
below. Each category contains one or more performance obligations that are
either (i) capable of being distinct (i.e., the customer can benefit from the
good or service on its own or together with readily available resources,
including those purchased separately from us) and distinct within the context of
the contract (i.e., separately identifiable from other promises in the contract)
or (ii) a series of distinct goods or services that are substantially the same
and have the same pattern of transfer to the customer. Aside from our term and
perpetual product licenses, which are delivered at a point in time, the majority
of our services are delivered over time.

Product Licenses



We sell different types of business intelligence software, licensed on a term or
perpetual basis and installed either on premises or on a public cloud that is
procured and managed by the customer. Although product licenses are sold with
product support, the software is fully functional at the outset of the
arrangement and is considered a distinct performance obligation. Revenue from
product license sales is recognized when control of the license is transferred
to the customer, which is the later of delivery or commencement of the license
term. We may also sell through resellers and OEMs who purchase our software for
resale. In reseller arrangements, revenue is recognized when control of the
license is transferred to the end user. In OEM arrangements, revenue is
recognized upon delivery of the license to the OEM.

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Subscription Services



We also sell access to our software through MCE, a cloud subscription service,
wherein customers access the software through a cloud environment that we manage
on behalf of the customer. Control of the software itself does not transfer to
the customer under this arrangement and is not considered a separate performance
obligation. Cloud subscriptions are regularly sold on a standalone basis and
include telephone support, monitoring, backups, updates, and quarterly service
reviews. Revenue related to cloud subscriptions is recognized on a straight-line
basis over the contract period, which is the period over which the customer has
continuous access to the software.

Product Support



In all product license transactions, customers are required to purchase a
standard product support package and may also purchase a premium product support
package for a fixed annual fee. All product support packages include both
technical support and when-and-if-available software upgrades, which are treated
as a single performance obligation as they are considered a series of distinct
services that are substantially the same and have the same duration and measure
of progress. Revenue from product support is recognized on a straight-line basis
over the contract period, which is the period over which the customer has
continuous access to product support.

Consulting Services



We sell consulting services to help customers plan and execute deployment of our
software. Customers are not required to use consulting services to fully benefit
from the software. Consulting services are regularly sold on a standalone basis
and either (i) prepaid upfront or (ii) sold on a time and materials
basis. Consulting arrangements are each considered separate performance
obligations because they do not integrate with each other or with other
offerings to deliver a combined output to the customer, do not modify or
customize (or are not modified or customized by) each other or other offerings,
and do not affect the customer's ability to use the other consulting services or
our other offerings. Revenue under consulting arrangements is recognized over
time as services are delivered. For time and materials-based consulting
arrangements, we have elected the practical expedient of recognizing revenue
upon invoicing since the invoiced amount corresponds directly to the value of
our service to date.

Education Services

We sell various education and training services to our customers. Education
services are sold on a standalone basis under three different arrangements: (i)
prepaid bulk training units that may be redeemed on training courses based on
standard redemption rates, (ii) an annual subscription to unlimited training
courses, and (iii) individual courses purchased a la carte. Education
arrangements are each considered separate performance obligations because they
do not integrate with each other or with other offerings to deliver a combined
output to the customer, do not modify or customize (or are not modified or
customized by) each other or other offerings, and do not affect the customer's
ability to use the other education services or our other offerings. Revenue on
prepaid bulk training units and individual course purchases are recognized when
the courses are delivered. Revenue on the annual subscription is recognized on a
straight-line basis over the contract period, which is the period over which the
customer has continuous access to unlimited training courses.

See Note 14, Segment Information, to the Consolidated Financial Statements for information regarding total revenues by geographic region.

Estimates and Judgments



We make estimates and judgments to allocate the transaction price based on an
observable or estimated standalone selling price ("SSP"). We also make estimates
and judgements with respect to capitalizing incremental costs to obtain a
customer contract and determining the subsequent amortization period. These
estimates and judgments are discussed further below.

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Determining the Transaction Price



The transaction price includes both fixed and variable consideration. Variable
consideration is included in the transaction price to the extent it is probable
that a significant reversal will not occur. The amount of variable consideration
excluded from the transaction price was not material for the years ended
December 31, 2019 and 2018. Our estimates of variable consideration are also
subject to subsequent true-up adjustments and may result in changes to our
transaction prices. Such true-up adjustments have not been and are not expected
to be material. We have the following sources of variable consideration:



(i) Performance penalties - Subscription services and product support

arrangements generally contain performance response time guarantees. For

subscription services arrangements, we estimate variable consideration


         using a portfolio approach because performance penalties are tied to
         standard up-time requirements. For product support arrangements, we
         estimate variable consideration on a contract basis because such
         arrangements are customer-specific. For both subscription services and
         product support arrangements, we use an expected value approach to

estimate variable consideration based on historical business practices


         and current and future performance expectations to determine the
         likelihood of incurring penalties.



(ii) Extended payment terms - Our standard payment terms are generally within

180 days of invoicing. If extended payment terms are granted to

customers, those terms generally do not exceed one year. For contracts


         with extended payment terms, we estimate variable consideration on a
         contract basis because such estimates are customer-specific, and we use

an expected value approach to analyze historical business experience on a

customer-by-customer basis to determine the likelihood that extended


         payment terms lead to an implied price concession.



(iii) Sales and usage-based royalties - Certain product license arrangements


          include sales or usage-based royalties, covering both product license
          and product support. In these arrangements, we use an expected value
          approach to estimate and recognize revenue for royalty sales each
          period, utilizing historical data on a contract-by-contract
          basis. True-up adjustments are recorded in subsequent periods when
          royalty reporting is received from the OEMs.




We provide a standard software assurance warranty to repair, replace, or refund
software that does not perform in accordance with documentation. The standard
software assurance warranty period is generally less than one year. Assurance
warranty claims were not material for the years ended December 31, 2019 and
2018.



We do not adjust the transaction price for significant financing components
where the time period between cash payment and performance is one year or
less. However, there are circumstances where the timing between cash payment and
performance may exceed one year. These circumstances generally involve prepaid
multi-year product support and subscription services arrangements where the
customer determines when the service is utilized (e.g., when to request on-call
support services or when to use and access the software in the cloud). In these
circumstances, we have determined no significant financing component exists
because the customer controls when to utilize the service and because there are
significant business purposes behind the timing difference between payment and
performance (e.g., maximizing profit in the case of product support services and
ensuring collectability in the case of subscription services).

Allocating the Transaction Price Based on Standalone Selling Prices (SSP)



We allocate the transaction price to each performance obligation in a contract
based on its relative SSP. The SSP is the price, or estimated price, of the
software or service when sold on a standalone basis at contract inception. In
circumstances where SSP is not directly observable, we estimate SSP using the
following methodologies:


(i) Product licenses - Product licenses are not sold on a standalone basis

and pricing is highly variable. We establish SSP of product licenses

using a residual approach after first establishing the SSP of standard

product support. Standard product support is sold on a standalone basis

within a narrow range of the net license fee, and because an economic


         relationship exists between product licenses and standard product
         support, we have concluded that the residual method to estimate SSP of
         product licenses sold on both a perpetual and term basis is a fair
         allocation of the transaction price.




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(ii) Subscription services - Given the highly variable selling price of

subscription services, we establish the SSP of our subscription services

arrangements using a similar residual approach after first establishing


         the SSP of consulting and education services to the extent they are
         included in the arrangement. We have concluded that the residual method
         to estimate SSP of our subscription services is a fair allocation of the
         transaction price.



(iii) Standard product support - We establish SSP of standard product support

as a percentage of the stated net license fee, given such pricing is

consistent with our normal pricing practices and there exists sufficient

history of customers renewing standard product support on a standalone

basis at similar percentages. Each quarter, we track renewal rates

negotiated when standard product support is initially sold with a

perpetual license in order to determine the SSP of standard product

support within each geographic region for the upcoming quarter. If the


          stated standard product support fee falls within the SSP range, the
          specific rate in the contract will be used to estimate SSP. If the
          stated fee is above or below SSP, the highest or lowest end of the

range, respectively, will generally be used to estimate SSP of standard


          product support.



(iv) Premium product support, consulting services, and education services -

SSP of premium product support, consulting services, and education

services is established by using a bell-shaped curve approach to define a


         narrow range within each geographic region in which the services are
         discounted off of the list price on a standalone basis.


We often provide options to purchase future offerings at a discount. We analyze
the option price against the previously established SSP of the goods or services
to determine if the options represent material rights that should be accounted
for as separate performance obligations. In general, an option sold at or above
SSP is not considered a material right because the customer could have received
that right without entering into the contract. If a material right exists,
revenue associated with the option is deferred and recognized when the future
goods or services are transferred, or when the option expires. During the years
ended December 31, 2019 and 2018, separate performance obligations arising from
future purchase options have not been material.



Incremental Costs to Obtain Customer Contracts





Incremental costs incurred to obtain contracts with customers include certain
variable compensation (e.g., commissions and bonuses) paid to our sales
team. Although we may bundle our goods and services into one contract,
commissions are individually determined on each distinct good or service in the
contract. We expense as incurred those amounts earned on consulting and
education services, which are generally performed within a one-year period and
primarily sold on a standalone basis. We also expense as incurred those amounts
earned on product license sales, since the amount is earned when the license is
delivered. We capitalize those amounts earned on product support and
initial-year cloud subscriptions and amortize the costs over a period of time
that is consistent with the pattern of transfer to the customer, which we have
determined to be a period of three years. Although we typically sell product
support and cloud subscriptions for a period of one year, a majority of
customers renew their product support and cloud subscription arrangements. Three
years is generally the period after which platforms are no longer supported by
our support team and when customers generally choose to upgrade their software
platform.  Although we pay variable compensation on cloud subscription renewals,
commissions paid on cloud subscription renewals are not considered commensurate
with the initial contract year. We expense as incurred those amounts earned on
all cloud subscription renewals as the renewal periods are generally for one
year and the variable compensation on these renewals are commensurate with each
other. We do not pay variable compensation on product support renewals.



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Results of Operations

Comparison of the Years Ended December 31, 2019 and 2018

Revenues

Except as otherwise indicated herein, the term "domestic" refers to operations in the United States and Canada and the term "international" refers to operations outside of the United States and Canada.



Product licenses and subscription services revenues. The following table sets
forth product licenses and subscription services revenues (in thousands) and
related percentage changes for the periods indicated:



                                                   Years Ended December 31,
                                                    2019               2018         % Change
Product Licenses and Subscription Services
Revenues:
Product Licenses
Domestic                                        $      45,850       $   48,824            -6.1 %
International                                          41,621           39,233             6.1 %
Total product licenses revenues                        87,471           88,057            -0.7 %
Subscription Services
Domestic                                               21,453           23,114            -7.2 %
International                                           7,941            6,456            23.0 %
Total subscription services revenues                   29,394           29,570            -0.6 %
Total product licenses and subscription
services revenues                               $     116,865       $  117,627            -0.6 %



The following table sets forth a summary, grouped by size, of the number of recognized product licenses transactions for the periods indicated:





                                                              Years Ended December 31,
                                                             2019                   2018
Product Licenses Transactions with Recognized
Licenses Revenue in the Applicable Period:
More than $1.0 million in licenses revenue recognized               10                      9
Between $0.5 million and $1.0 million in licenses
revenue recognized                                                  17                     21
Total                                                               27                     30
Domestic:
More than $1.0 million in licenses revenue recognized                7                      6
Between $0.5 million and $1.0 million in licenses
revenue recognized                                                  10                     12
Total                                                               17                     18
International:
More than $1.0 million in licenses revenue recognized                3                      3
Between $0.5 million and $1.0 million in licenses
revenue recognized                                                   7                      9
Total                                                               10                     12





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The following table sets forth the recognized revenue (in thousands) attributable to product licenses transactions, grouped by size, and related percentage changes for the periods indicated:





                                                   Years Ended December 31,
                                                    2019               2018          % Change
Product Licenses Revenue Recognized in the
Applicable Period:
More than $1.0 million in licenses revenue
recognized                                      $     13,830       $     14,730            -6.1 %
Between $0.5 million and $1.0 million in
licenses revenue recognized                           11,233             13,527           -17.0 %
Less than $0.5 million in licenses revenue
recognized                                            62,408             59,800             4.4 %
Total                                                 87,471             88,057            -0.7 %
Domestic:
More than $1.0 million in licenses revenue
recognized                                             8,707             11,156           -22.0 %
Between $0.5 million and $1.0 million in
licenses revenue recognized                            6,908              7,548            -8.5 %
Less than $0.5 million in licenses revenue
recognized                                            30,235             30,120             0.4 %
Total                                                 45,850             48,824            -6.1 %
International:
More than $1.0 million in licenses revenue
recognized                                             5,123              3,574            43.3 %
Between $0.5 million and $1.0 million in
licenses revenue recognized                            4,325              5,979           -27.7 %
Less than $0.5 million in licenses revenue
recognized                                            32,173             29,680             8.4 %
Total                                           $     41,621       $     39,233             6.1 %




Product licenses revenues decreased $0.6 million during 2019, as compared to the
prior year. For the years ended December 31, 2019 and 2018, product licenses
transactions with more than $0.5 million in recognized revenue represented 28.7%
and 32.1%, respectively, of our product licenses revenues. During 2019, our top
three product licenses transactions totaled $5.4 million in recognized revenue,
or 6.2% of total product licenses revenues, compared to $7.7 million, or 8.7% of
total product licenses revenues, during 2018.

Domestic product licenses revenues. Domestic product licenses revenues decreased
$3.0 million during 2019, as compared to the prior year, primarily due to a
decrease in the average deal size of transactions with more than $1.0 million in
recognized revenue and a decrease in the number of transactions with recognized
revenue between $0.5 million and $1.0 million.

International product licenses revenues. International product licenses revenues
increased $2.4 million during 2019, as compared to the prior year, primarily due
to an increase in the number of transactions with less than $0.5 million in
recognized revenue and an increase in the average deal size of transactions with
more than $1.0 million in recognized revenue, partially offset by a $3.6 million
unfavorable foreign currency exchange impact and a decrease in the number of
transactions with recognized revenue between $0.5 million and $1.0 million.

Subscription services revenues. Subscription services revenues are derived from
MCE, a cloud subscription service, that are recognized ratably over the service
period of the contract. Subscription services revenues did not materially change
during 2019, as compared to the prior year.

Product support revenues. The following table sets forth product support
revenues (in thousands) and related percentage changes for the periods
indicated:



                                   Years Ended December 31,
                                     2019              2018         % Change
Product Support Revenues:
Domestic                         $     172,124       $ 174,437           -1.3 %
International                          119,911         121,779          

-1.5 % Total product support revenues $ 292,035 $ 296,216 -1.4 %




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Product support revenues are derived from providing technical software support
and software updates and upgrades to customers. Product support revenues are
recognized ratably over the term of the contract, which is generally one
year. Product support revenues decreased $4.2 million during 2019, as compared
to the prior year, primarily due to a $7.1 million unfavorable foreign currency
exchange impact, partially offset by an increase in new product support
contracts and reductions in our estimated sales allowance reserves.

Other services revenues. The following table sets forth other services revenues (in thousands) and related percentage changes for the periods indicated:





                                   Years Ended December 31,
                                    2019               2018          % Change
Other Services Revenues:
Consulting
Domestic                        $     29,779       $     35,086          -15.1 %
International                         39,880             39,523            0.9 %
Total consulting revenues             69,659             74,609           -6.6 %
Education                              7,768              9,186          -15.4 %
Total other services revenues   $     77,427       $     83,795           -7.6 %




Consulting revenues. Consulting revenues are derived from helping customers plan
and execute the deployment of our software. Consulting revenues decreased $5.0
million during 2019, as compared to the prior year, primarily due to a decrease
in billable hours worldwide and a $1.9 million unfavorable foreign currency
exchange impact, partially offset by an increase in average bill rates.

Education revenues. Education revenues are derived from the education and
training that we provide to our customers to enhance their ability to fully
utilize the features and functionality of our software. These offerings include
self-tutorials, custom course development, joint training with customers'
internal staff, and standard course offerings, with pricing dependent on the
specific offering delivered. Education revenues decreased $1.4 million during
2019, as compared to the prior year, primarily due to a decrease in overall
contract values.

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Costs and Expenses

Cost of revenues. The following table sets forth cost of revenues (in thousands) and related percentage changes for the periods indicated:





                                                      Years Ended December 31,
                                                       2019               2018          % Change
Cost of Revenues:
Product licenses and subscription services:
Product licenses                                   $      2,131       $      4,864           -56.2 %
Subscription services                                    15,161             13,620            11.3 %
Total product licenses and subscription services         17,292             18,484            -6.4 %
Product support                                          28,317             20,242            39.9 %
Other services:
Consulting                                               47,664             53,605           -11.1 %
Education                                                 6,701              7,168            -6.5 %
Total other services                                     54,365             60,773           -10.5 %
Total cost of revenues                             $     99,974       $     99,499             0.5 %




Cost of product licenses revenues. Cost of product licenses revenues consists of
amortization of capitalized software development costs, referral fees paid to
channel partners, the costs of product manuals and media, and royalties paid to
third-party software vendors. Capitalized software development costs are
generally amortized over a useful life of three years.

Cost of product licenses revenues decreased $2.7 million during 2019, as
compared to the prior year, primarily due to a $2.5 million decrease in
amortization of capitalized software development costs related to MicroStrategy
10™, which became fully amortized in May 2018. As of December 31, 2019, all
previously capitalized software development costs have been fully amortized.

Cost of subscription services revenues. Cost of subscription services revenues
consists of equipment, facility and other related support costs, and personnel
and related overhead costs. Cost of subscription services revenues increased
$1.5 million during 2019, as compared to the prior year, primarily due to a $1.8
million increase in third-party hosting service provider fees, partially offset
by a $0.6 million decrease in equipment, facility, and other related support
costs. Subscription services headcount increased 23.2% to 69 at December 31,
2019 from 56 at December 31, 2018.

Cost of product support revenues. Cost of product support revenues consists of
personnel and related overhead costs. Cost of product support revenues increased
$8.1 million during 2019, as compared to the prior year, primarily due to a $7.7
million increase in compensation and related costs due to an increase in
services provided by our consulting personnel under our Enterprise Support
program and an increase in product support staffing levels. Our Enterprise
Support program utilizes primarily consulting personnel to provide product
support to our customers at our discretion. Compensation related to consulting
personnel providing Enterprise Support services is reported as cost of product
support revenues. Product support headcount increased 8.4% to 219 at December
31, 2019 from 202 at December 31, 2018.

Cost of consulting revenues. Cost of consulting revenues consists of personnel
and related overhead costs. Cost of consulting revenues decreased $5.9 million
during 2019, as compared to the prior year, primarily due to a $5.4 million
decrease in compensation and related costs due to an increase in services
provided by our consulting personnel under our Enterprise Support program, the
associated costs of which are allocated to cost of product support revenues, and
a decrease in consulting staffing levels and a $0.5 million decrease in
recruiting costs. Included in cost of consulting revenues for 2019 is an
aggregate $1.7 million favorable foreign currency exchange impact. Consulting
headcount decreased 13.3% to 392 at December 31, 2019 from 452 at December 31,
2018.

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Cost of education revenues. Cost of education revenues consists of personnel and
related overhead costs. Cost of education revenues did not materially change
during 2019, as compared to the prior year. Education headcount decreased 19.1%
to 38 at December 31, 2019 from 47 at December 31, 2018.

Sales and marketing expenses. Sales and marketing expenses consist of personnel
costs, commissions, office facilities, travel, advertising, public relations
programs, and promotional events, such as trade shows, seminars, and technical
conferences. The following table sets forth sales and marketing expenses (in
thousands) and related percentage changes for the periods indicated:



                                 Years Ended December 31,
                                   2019              2018         % Change
Sales and marketing expenses   $     191,235       $ 205,525           -7.0 %




Sales and marketing expenses decreased $14.3 million during 2019, as compared to
the prior year, primarily due to an $8.5 million decrease in marketing and
advertising costs, a $5.4 million decrease in compensation and related costs due
to a decrease in staffing levels, a $3.6 million decrease in travel and
entertainment expenditures, a $1.6 million net decrease in share-based
compensation expense, a $1.6 million decrease in recruiting costs, and a $0.5
million decrease in subcontractor costs, partially offset by a $4.6 million
increase in variable compensation, a $1.8 million increase in facility and other
related support costs, and a $0.6 million increase in the amortization of
capitalized variable compensation. The $1.6 million net decrease in share-based
compensation expense is primarily due to the forfeiture of certain stock
options, including those related to the departures of two executive officers in
2019, and certain awards under the 2013 Equity Plan becoming fully vested,
partially offset by the grant of additional awards under the 2013 Equity
Plan. Included in sales and marketing expenses for 2019 is an aggregate $5.2
million favorable foreign currency exchange impact. Sales and marketing
headcount decreased 15.6% to 597 at December 31, 2019 from 707 at December 31,
2018.

Research and development expenses. Research and development expenses consist of
the personnel costs for our software engineering personnel, depreciation of
equipment, and other related costs. The following table summarizes research and
development expenses and amortization of capitalized software development costs
(in thousands) and related percentage changes for the periods indicated:




                                                   Years Ended December 31,
                                                    2019               2018         % Change
Research and development expenses               $     109,423       $  102,499             6.8 %
Amortization of capitalized software
development costs included in cost of product
licenses revenues                               $           0       $    2,499          -100.0 %




Research and development expenses increased $6.9 million during 2019, as
compared to the prior year, primarily due to an $8.3 million increase in
compensation and related costs due to an increase in staffing levels and a $1.9
million increase in facility and other related support costs, partially offset
by a $1.6 million decrease in technology infrastructure, a $0.7 million decrease
in consulting and advisory costs, and a $0.6 million net decrease in share-based
compensation expense. The increase in research and development expenses reflects
our previously announced strategy to seek to take greater advantage of the
opportunities in the market by increasing our research and development
expenditures as we invest in our technology offerings and personnel. The $0.6
million net decrease in share-based compensation expense is primarily due to
certain awards under the 2013 Equity Plan becoming fully vested, partially
offset by the grant of additional awards under the 2013 Equity Plan. Included in
research and development expenses for 2019 is an aggregate $1.1 million
favorable foreign currency exchange impact. Research and development headcount
increased 3.8% to 743 at December 31, 2019 from 716 at December 31, 2018. All of
our capitalized software development costs were fully amortized as of May
2018. Due to the pace of our software development efforts and frequency of our
software releases, our software development costs are currently expensed as
incurred. We do not expect to capitalize material software development costs in
the near term.

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General and administrative expenses. General and administrative expenses consist
of personnel and related overhead costs, and other costs of our executive,
finance, human resources, information systems, and administrative departments,
as well as third-party consulting, legal, and other professional fees. The
following table sets forth general and administrative expenses (in thousands)
and related percentage changes for the periods indicated:



                                         Years Ended December 31,
                                          2019               2018         % Change

General and administrative expenses $ 86,697 $ 86,134

    0.7 %




General and administrative expenses did not materially change during 2019, as
compared to the prior year. Included in general and administrative expenses for
2019 is an aggregate $1.0 million favorable foreign currency exchange impact.
General and administrative headcount decreased 2.9% to 338 at December 31, 2019
from 348 at December 31, 2018.



Other Income, Net



Other income, net is comprised primarily of proceeds from the Domain Name Sale
and foreign currency transaction gains and losses. During 2019, other income,
net, of $28.4 million was comprised primarily of a $29.8 million gain from the
Domain Name Sale in the second quarter of 2019. During 2018, other income, net,
of $4.6 million was comprised primarily of foreign currency transaction net
gains arising mainly from the revaluation of U.S. dollar denominated cash
balances held at international locations.

Provision for (Benefit from) Income Taxes



During 2019, we recorded a provision for income taxes of $3.9 million that
resulted in an effective tax rate of 10.2%, as compared to a benefit from income
taxes of $2.0 million that resulted in an effective tax rate of (9.9)% during
2018. The change in our effective tax rate in 2019, as compared to the prior
year, was primarily due to the change in the proportion of U.S. versus foreign
income and the benefit from the $3.1 million measurement-period adjustment
discussed below.

The Tax Act imposed a mandatory deemed repatriation transition tax ("Transition
Tax") on previously untaxed accumulated and current earnings and profits of
certain of our foreign subsidiaries. The Company recorded a final tax expense of
$37.2 million related to the Transition Tax, comprised of a provisional
Transition Tax obligation of $40.3 million in 2017 and a subsequent $(3.1)
million measurement-period adjustment in 2018. The Company has elected to pay
the Transition Tax over an eight-year period beginning in 2018, as permitted
under the Tax Act. As of December 31, 2019, $28.9 million of the Transition Tax
was unpaid, of which $28.0 million is included in "Other long-term liabilities"
and $0.9 million is included in "Accounts payable, accrued expenses, and
operating lease liabilities" in our Consolidated Balance Sheets.

As of December 31, 2019, we had no U.S. federal net operating loss ("NOL")
carryforwards and $4.1 million of foreign NOL carryforwards. As of December 31,
2019, foreign NOL carryforwards, other temporary differences and carryforwards,
and credits resulted in deferred tax assets, net of valuation allowances and
deferred tax liabilities, of $19.4 million.

As of December 31, 2019, we had a valuation allowance of $2.1 million primarily
related to certain foreign tax credit carryforwards that, in our present
estimation, more likely than not will not be realized. If we are unable to
sustain or increase profitability in future periods, we may be required to
increase the valuation allowance against our deferred tax assets, which could
result in a charge that would materially adversely affect net income in the
period in which the charge is incurred. We will continue to regularly assess the
realizability of deferred tax assets.

As of December 31, 2019, we intend to indefinitely reinvest $231.2 million of
our undistributed foreign earnings. This amount takes into consideration a
repatriation we made during 2019. After taking into account the Transition Tax,
the Company estimates such repatriation generated only an immaterial U.S. tax
expense related to U.S. state income taxes.

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Deferred Revenue and Advance Payments



Deferred revenue and advance payments represent amounts received or due from our
customers in advance of our transferring our software or services to the
customer. Revenue is subsequently recognized in the period(s) in which control
of the software or services is transferred to the customer.

The following table summarizes deferred revenue and advance payments (in
thousands), as of:



                                                                December 31,
                                                            2019             2018
Current:
Deferred product licenses revenue                       $        481     $  

1,768


Deferred subscription services revenue                        16,561        

13,508


Deferred product support revenue                             161,670        

152,501


Deferred other services revenue                                8,395        

8,763

Total current deferred revenue and advance payments $ 187,107 $

176,540

Non-current:


Deferred product licenses revenue                       $        293     $  

542


Deferred subscription services revenue                            97        

2,384


Deferred product support revenue                               3,417        

3,091


Deferred other services revenue                                  537        

452


Total non-current deferred revenue and advance
payments                                                $      4,344     $  

6,469


Total current and non-current:
Deferred product licenses revenue                       $        774     $  

2,310


Deferred subscription services revenue                        16,658        

15,892


Deferred product support revenue                             165,087        

155,592


Deferred other services revenue                                8,932        

9,215


Total current and non-current deferred revenue and
advance payments                                        $    191,451     $    183,009




Total deferred revenue and advance payments increased $8.4 million in 2019, as
compared to the prior year, primarily due to an increase in product support and
subscription services contracts, partially offset by the recognition of
previously deferred product licenses and other services revenues and a decrease
in our international deferred revenue balances from the general strengthening of
the U.S. dollar. The increase in product support contracts was partially due to
renewals that were delayed from the fourth quarter of 2018.

We expect to recognize approximately $187.1 million of deferred revenue and advance payments over the next 12 months. However, the timing and ultimate recognition of our deferred revenue and advance payments depend on our satisfaction of various performance obligations, and the amount of deferred revenue and advance payments at any date should not be considered indicative of revenues for any succeeding period.

Liquidity and Capital Resources



Liquidity. Our principal sources of liquidity are cash and cash equivalents and
on-going collection of our accounts receivable. Cash and cash equivalents may
include holdings in bank demand deposits, money market instruments, certificates
of deposit, and U.S. Treasury securities. We also periodically invest a portion
of our excess cash in short-term investments with stated maturity dates between
three months and one year from the purchase date.



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As of December 31, 2019 and 2018, the amount of cash and cash equivalents and
short-term investments held by our U.S. entities was $289.4 million and $173.6
million, respectively, and by our non-U.S. entities was $276.2 million and
$402.5 million, respectively. We earn a significant amount of our revenues
outside the United States and our accumulated foreign earnings and profits as of
December 31, 2019 and 2018 were $431.2 million and $397.4 million, respectively.
As of December 31, 2019, we intend to indefinitely reinvest $231.2 million of
our undistributed foreign earnings. This amount takes into consideration a
repatriation we made during 2019. After taking into account the Transition Tax,
the Company estimates such repatriation generated only an immaterial U.S. tax
expense related to U.S. state income taxes. We do not anticipate needing to
repatriate additional cash or cash equivalents held by non-U.S. entities to the
United States to finance our U.S. operations.

We believe that existing cash and cash equivalents and short-term investments
held by us and cash and cash equivalents anticipated to be generated by us are
sufficient to meet working capital requirements, anticipated capital
expenditures, and contractual obligations for at least the next 12 months.

The following table sets forth a summary of our cash flows (in thousands) and related percentage changes for the periods indicated:






                                                  Years Ended December 31,
                                                    2019              2018 

% Change Net cash provided by operating activities $ 60,867 $ 10,627

           472.8 %
Net cash provided by (used in) investing
activities                                      $    353,687       $ (209,064 )        -269.2 %
Net cash used in financing activities           $    (66,150 )     $ (108,515 )         -39.0 %




Net cash provided by operating activities. The primary source of our cash
provided by operating activities is cash collections of our accounts receivable
from customers following the sales and renewals of our product licenses and
product support, as well as consulting, education, and subscription services,
and, in 2019, consideration received from the Domain Name Sale, net of related
income taxes and immaterial transaction costs. Our primary uses of cash in
operating activities are for personnel-related expenditures for software
development, personnel-related expenditures for providing consulting, education,
and subscription services, and for sales and marketing costs, general and
administrative costs, and income taxes.

Net cash provided by operating activities increased $50.2 million during 2019,
as compared to the prior year, due to a $28.9 million increase from changes in
operating assets and liabilities, a $9.5 million increase from changes in
non-cash items, and a $11.9 million increase in net income. Included in net cash
provided by operating activities during 2019 is a gain of $21.7 from the Domain
Name Sale, net of related income taxes and immaterial transaction
costs. Non-cash items consist primarily of depreciation and amortization, sales
allowances and bad debt expense, deferred taxes, release of liabilities for
unrecognized tax benefits, and share-based compensation expense.

Net cash provided by (used in) investing activities. The changes in net cash
provided by (used in) investing activities primarily relate to purchases and
redemptions of short-term investments and expenditures on property and
equipment. Net cash provided by investing activities increased $562.8 million
during 2019, as compared to the prior year, due to a $373.5 million decrease in
purchases of short-term investments and a $192.6 million increase in proceeds
from the redemption of short-term investments, partially offset by a $3.3
million increase in purchases of property and equipment.

Net cash used in financing activities. The changes in net cash (used in)
provided by financing activities primarily relate to the purchase of treasury
stock and the exercise of stock options under the 2013 Equity Plan. Net cash
used in financing activities decreased $42.4 million during 2019, as compared to
the prior year, primarily due to a $38.3 million decrease in purchases of
treasury stock and a $4.1 million increase in proceeds from the exercise of
stock options under the 2013 Equity Plan.

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Share repurchases. Our Board of Directors has authorized us to repurchase up to
an aggregate of $800.0 million of our class A common stock from time to time on
the open market through April 29, 2023 under the Share Repurchase Program,
although the program may be suspended or discontinued by us at any time. The
timing and amount of any shares repurchased will be determined by management
based on its evaluation of market conditions and other factors. The Share
Repurchase Program may be funded using working capital, as well as proceeds from
any other funding arrangements that we may enter into in the future. During the
year ended December 31, 2019, we repurchased an aggregate of 521,843 shares of
our class A common stock at an average price per share of $139.35 and an
aggregate cost of $72.7 million pursuant to the Share Repurchase Program. During
the year ended December 31, 2018, we repurchased an aggregate of 880,667 shares
of our class A common stock at an average price per share of $126.02 and an
aggregate cost of $111.0 million pursuant to the Share Repurchase Program.

Contractual obligations. The following table shows future minimum rent payments
under noncancellable operating leases and purchase agreements with initial terms
of greater than one year and anticipated payments related to the Transition Tax
resulting from the Tax Act, based on the expected due dates of the various
installments as of December 31, 2019 (in thousands):



                                                     Payments due by period ended December 31,
                                        Total         2020        2021-2022       2023-2024       Thereafter

Contractual Obligations:
Operating leases                      $ 160,030     $ 16,783     $    32,686     $    30,047     $     80,514
Purchase obligations                     20,397       12,004           5,654           1,347            1,392
Transition Tax                           28,935          896           5,903          12,913            9,223
Total                                 $ 209,362     $ 29,683     $    44,243     $    44,307     $     91,129




Unrecognized tax benefits. As of December 31, 2019, we had $1.7 million of total
gross unrecognized tax benefits, including accrued interest, recorded in "Other
long-term liabilities." The timing of any payments that could result from these
unrecognized tax benefits will depend on a number of factors, and accordingly
the amount and period of any future payments cannot be estimated. We do not
expect any significant tax payments related to these obligations during 2020.

Off-balance sheet arrangements. As of December 31, 2019, we did not have any off-balance sheet arrangements that had a material impact on our financial condition, revenues or expenses, results of operations, liquidity, capital expenditures, or capital resources.

Recent Accounting Standards

See Note 3, Recent Accounting Standards, to the Consolidated Financial Statements for further information.

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