You should read the following discussion and analysis together with the financial statements and the related notes to those statements included elsewhere in this report. This discussion contains forward-looking statements that involve risks and uncertainties. As a result of many factors, such as those set forth in the section of this report captioned "Risk Factors" and elsewhere in this report, our actual results may differ materially from those anticipated in these forward-looking statements. Forward-looking statements, other than the statements regarding the proposed acquisition by Thoma Bravo, do not assume the consummation of such proposed acquisition unless specifically stated otherwise.

Overview

Instructure provides innovative applications for learning, assessment and performance management. We enable organizations worldwide to develop, deliver, manage and track engaging academic and employee development programs. Our platform combines powerful, elegant and easy-to-use functionality with the reliability, security, scalability and support required by our customers.

We offer our platform through a Software-as-a-Service, or SaaS, business model. Customers can rapidly deploy our applications with minimal upfront implementation. They also benefit from regular software benefits and 99.9% uptime. Our SaaS business model reduces the cost, complexity and disruptions associated with implementations and upgrades of on-premise software.

We were founded in 2008, and in 2011, we launched Canvas, with the goal to make teaching and learning easier. Initially, we focused on the U.S. education market, targeting colleges and universities. In 2012, we expanded our focus to include the K-12 market in the United States. We opened our international headquarters in London, England in June 2014 and have offices in Sydney, Australia, Hong Kong, Sao Paulo, Brazil, and Budapest, Hungary. To date, a substantial majority of our revenue has been derived from our sales of Canvas to the U.S. education market. While our initial efforts were focused on the education market, we discovered that companies also needed a cloud-based platform to enable them to better train their employees. Our initial corporate customers licensed Canvas for this purpose. In February 2015, we launched Bridge to enable companies to further realize the benefits of our cloud-based platform with an application specifically designed to address their needs.

We sell our applications and services through a direct sales force. Our sales organization includes technical sales engineers who serve as experts in the technical aspects of our applications and customer implementations. Many of our sales efforts require us to respond to request for proposals, particularly in the higher education space and to a lesser extent in K-12, and to a minimal extent in the corporate market. As we grow internationally, we may use reseller partnerships as needed to penetrate certain new markets.

As of December 31, 2019, we have grown to serve more than 5,000 customers, representing colleges, universities, K-12 school districts, and companies in more than 80 countries. Our customers range from a single school to large corporations and academic institutions and accordingly our total contract values range from thousands of dollars to several million dollars. We generally define a customer as an entity with a subscription contract as of the measurement date. In situations where there is a single contract that applies to entities with multiple subsidiaries or divisions, universities, or governmental organizations, only the entity that has contracted for our platform is counted as a customer. For example, a contracting school district is counted as a single customer even though the school district encompasses multiple schools. In 2019, no single customer represented more than 10% of our revenue.

Our subscription fee includes the use of our platform and our technical support and is based on the number of users. We also generate revenue from training, implementation services and other types of professional services. We have experienced net revenue retention rates of over 100% at each of December 31, 2019, 2018 and 2017. For 2019, 2018 and 2017, our revenue was $258.5 million, $209.5 million, and $161.0 million, respectively, representing year-over-year growth of 23% and 30%. For 2019, 2018 and 2017, our net losses were, $80.8 million, $43.5 million and $43.1 million, respectively.



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Merger Agreement

On February 17, 2020, we entered into the Merger Agreement with Parent and Purchaser. Pursuant to and subject to the terms of the Merger Agreement, Purchaser commenced the Offer on February 24, 2020 to purchase each outstanding share of Instructure common stock at the Offer Price. The Merger Agreement contemplates that the Merger will be effected pursuant to Section 251(h) of the DGCL, which permits completion of the Merger without a vote of the stockholders upon the acquisition by Purchaser of at least a majority of the issued and outstanding shares (other than certain specified shares as more specifically described in the definition of "Minimum Condition" set forth on Annex I to the Merger Agreement). At the Effective Time, each outstanding share of Instructure common stock (other than the shares accepted for payment in the Offer and shares held by stockholders who validly exercise appraisal rights under Section 262 of the DGCL or held by Instructure, Parent or their respective wholly owned subsidiaries), will be cancelled and converted into the right to receive the Offer Price.

Under the terms of the Merger Agreement, Purchaser's obligation to accept and pay for shares of Instructure common stock that are tendered in the Offer is subject to the satisfaction or waiver of customary conditions, including: (i) the condition that, prior to the expiration of the Offer, there have been validly tendered and received (within the meaning of Section 251(h) of the DGCL) and not validly withdrawn a number of shares of Instructure common stock that, together with shares then owned by Parent and any of its wholly owned subsidiaries, would represent at least one share more than a majority of all then outstanding shares (other than certain specified shares as more specifically described in the definition of "Minimum Condition" set forth on Annex I to the Merger Agreement); (ii) the accuracy of Instructure's representations and warranties in the Merger Agreement, subject to specified materiality qualifications; (iii) compliance by Instructure with its covenants in the Merger Agreement in all material respects; (iv) the absence of any changes that have (or would reasonably be expected to have) a material adverse effect on Instructure's business, operations, assets or financial condition having occurred after the date of the Merger Agreement and continuing thereafter; and (v) the absence of legal restraints or orders prohibiting the consummation of the transactions.

The Merger Agreement provides certain termination rights for both Instructure and Parent, and further provides that a termination fee of $63,540,750 will be payable by Instructure to Parent upon termination of the Merger Agreement under certain circumstances and that a reverse termination fee of $136,857,000 will be payable by Parent to Instructure upon termination of the Merger Agreement under certain circumstances.

The Merger Agreement contains customary representations, warranties and covenants for Instructure, Parent and Purchaser, respectively. In addition, Instructure will continue to be subject to certain non-solicitation obligations related to alternative acquisition proposals and certain restrictions on its activities prior to the Effective Time. If the Merger is consummated, the shares will be delisted from the New York Stock Exchange and deregistered under the Securities Exchange Act of 1934, and Instructure will cease to be a publicly traded company.

For additional information related to the Offer and the Merger, refer to SEC filings made in connection with the transactions, including the Schedule TO and the Schedule 14D-9.

Key Factors Affecting Our Performance

Investment in Sales and Marketing Organization

We invested in our sales and marketing organization to drive additional revenue and support the growth of our customer base. Any investments we have made in our sales and marketing organization have occurred in advance of experiencing any benefits from such investments, so it may be difficult for us to determine if we are efficiently allocating our resources in these areas.

In 2019, 2018 and 2017, 20%, 19% and 15%, respectively, of our revenue was derived from outside the United States. Our international operations are relatively new and we have limited experience operating in international markets, which increases the risk that our international expansion efforts may not be successful.

Investment in Technology

We have aggressively invested in developing technology to support our growth. While we have invested heavily in research and development, we have also built a foundation for innovation through our approach to the learning management system as a learning platform. However, our continued investments in research and development may result in enhancements or new applications that may not achieve market adoption, are more expensive to develop than anticipated, may take longer to generate revenue or may generate less revenue than we anticipate.



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Development of Markets and Complementary Products or Services

As our more developed markets, such as higher education, continue to mature, our opportunities for future growth may be increasingly dependent on less developed markets, such as K-12 or corporate, or on new or complementary products or services.

Net Revenue Retention Rate

We calculate our net revenue retention rate by dividing the total revenue obtained from a particular customer in a given month by the total revenue from that customer from the same month in the immediately preceding year. This calculation contemplates all changes to revenue for the designated customer, which includes customer terminations, changes in quantities of users, changes in pricing, additional applications purchased or applications no longer used. We calculate the net revenue retention for our entire customer base at a given point in time. We believe our net revenue retention rate is an important metric to measure the long-term value of customer agreements and our ability to retain our customers. Our net revenue retention rate was over 100% at each of December 31, 2019, 2018 and 2017.

Backlog

Backlog represents future non-cancellable amounts to be invoiced under our agreements. We have generally signed multiple year subscription contracts for our applications. For these agreements, it is common to invoice an initial amount at contract signing followed by subsequent periodic invoices, generally annually. At any point in the contract term, there can be amounts that we have not yet been contractually able to invoice. Until such time as these amounts are invoiced, they are not recorded in revenue, deferred revenue, accounts receivable or elsewhere in our consolidated financial statements, and are considered by us to be backlog. Multiple-year payments are recorded as deferred revenue until recognized as revenue according to our revenue recognition policies and are not considered a component of backlog. As of December 31, 2019, 2018 and 2017, we had backlog of approximately, $357.2 million, $345.4 million and $288.9 million, respectively.

Focus on Free Cash Flow

We define free cash flow as net cash provided by (used in) operating activities less purchases of property and equipment and intangible assets, net of proceeds from disposals of property and equipment. We consider free cash flow to be an important measure that we are focused on to run our business. For more information about free cash flow, see the section titled "Selected Consolidated Financial Data-Non-GAAP Financial Measures."

Financial Operations Overview

Revenue

We generate revenue primarily from two main sources: (1) subscription and support revenue, which is comprised of SaaS fees from customers accessing our learning management systems and from customers purchasing additional support beyond the standard support that is included in the basic SaaS fees; and (2) related professional services revenue, which is comprised of training, implementation services and other types of professional services.

Subscription revenue is derived from customers using our cloud-based learning platform and is driven primarily by the number of customers, the number of users at each customer, the price of our applications and renewal rates. Support revenue is derived from customers purchasing additional support beyond the standard support that is included in the basic SaaS fee. Our contracts typically vary in length between one and five years. Subscriptions and support are non-cancelable and are billed in advance on an annual basis. All subscription and support fees billed are initially recorded in deferred revenue and recognized ratably over the subscription term.

Professional services and other revenue are derived primarily from implementation, training, and other consulting fees. Implementation services includes training and consulting services that generally take anywhere from 30 to 90 days to complete depending on customer-side complexity and timelines. It includes regularly scheduled and highly-structured activities to ensure customers progress toward better utilizing our applications. Most of these interactions take place over the phone and through the use of web meeting technology. Implementation services are recognized over time as the services are rendered, using an efforts-expended input method. Implementation services also include nonrefundable upfront setup fees, which are allocated to the remaining performance obligations.

We include training with every implementation and offer additional training for a fee. The training offered is focused on creating confidence among users so they can be successful with our applications. Most training is performed remotely using web meeting technology. Because we have determined that trainings are distinct, we record training revenue upon the delivery of the training. Subscription training is recognized ratably in the same manner as subscription and support revenue described above.



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In addition to our implementation and training offerings, we provide consulting services for custom application development, integrations, content services and change management consulting. These services are architected to boost customer adoption of our applications and to drive usage of features and capabilities that are unique to our company. We have determined that these services are distinct. Professional services revenue is typically recognized over time as the services are rendered, using an efforts-expended (labor hours) input method.

Cost of Revenue

Cost of subscription and support revenue consists primarily of the costs of our managed hosting provider and other third-party service providers, employee-related costs including payroll, benefits and stock-based compensation expense for our operations and customer support teams, amortization of capitalized software development costs and acquired technology, and allocated overhead costs, which we define as rent, facilities and costs related to information technology, or IT.

Cost of professional services and other revenue consists primarily of personnel costs of our professional services organization, including salaries, benefits, travel, bonuses and stock-based compensation, as well as allocated overhead costs.

Operating Expenses

Sales and Marketing. Sales and marketing expenses consist primarily of personnel costs of our sales and marketing employees, including sales commissions and incentives, benefits and stock-based compensation expense, marketing programs, including lead generation, costs of our annual InstructureCon and BridgeCon user conferences and allocated overhead costs. We defer and amortize on a straight-line basis sales commission costs related to acquiring new customers and upsells from existing customers over a period of benefit that we have determined to be generally four years.

Research and Development. Research and development expenses consist primarily of personnel costs of our development team, including payroll, benefits and stock-based compensation expense and allocated overhead costs. We capitalize certain software development costs that are attributable to developing new applications, features and adding incremental functionality to our platform. We amortize these costs to subscription and support cost of revenue in the consolidated statements of operations over the estimated life of the new application or incremental functionality, which is generally three years.

General and Administrative. General and administrative expenses consist of personnel costs and related expenses for executive, finance, legal, human resources, recruiting, employee-related information technology, administrative personnel, including payroll, benefits and stock-based compensation expense; professional fees for external legal, accounting and other consulting services; and allocated overhead costs.

Other Income (Expense)

Other income (expense) consists primarily of interest income, interest expense, the change in fair value of the warrant liability, which is subject to mark-to-market adjustments as of each reporting period, and the impact of foreign currency transaction gains and losses. Interest expense is related to fees incurred to have access to our credit facility with Silicon Valley Bank ("SVB"). As we have expanded our international operations, our exposure to fluctuations in foreign currencies has increased.

Income Tax Expense

We are subject to income taxes in the United States and foreign jurisdictions in which we do business. These foreign jurisdictions have statutory tax rates different from those in the United States. Accordingly, our effective tax rates will vary depending on the relative proportion of foreign to U.S. income and changes in tax laws. Income tax expense consists primarily of state income taxes in the United States and income taxes in certain foreign jurisdictions in which we conduct business.



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Results of Operations

The following tables set forth certain consolidated financial data in dollar amounts and as a percentage of total revenue. Prior period adjustments have been made as a result of the adoption of Topic 606, see footnote 1 in the Notes to Consolidated Financial Statements for a summary of adjustments made.





                                                    Year Ended December 31,
                                             2019          2018             2017
                                                                        *As Adjusted
                                                         (in thousands)
Revenue:
Subscription and support                   $ 236,241     $ 188,501     $      144,108
Professional services and other               22,232        21,043             16,867
Total revenue                                258,473       209,544            160,975
Cost of revenue:
Subscription and support                      64,170        46,706             34,351
Professional services and other               18,656        15,137             12,211
Total cost of revenue                         82,826        61,843             46,562
Gross profit                                 175,647       147,701            114,413
Operating expenses:
Sales and marketing                          121,643        97,481             78,726
Research and development                      83,526        59,391             48,293
General and administrative                    56,471        35,602             31,196
Total operating expenses                     261,640       192,474            158,215
Loss from operations                         (85,993 )     (44,773 )          (43,802 )
Other income (expense):
Interest income                                1,795         2,413                361
Interest expense                                 (16 )         (68 )              (55 )
Other income (expense), net                     (225 )        (698 )              257
Total other income, net                        1,554         1,647                563

Loss before income tax benefit (expense) (84,439 ) (43,126 ) (43,239 ) Income tax benefit (expense)

                   3,620          (339 )              155
Net loss                                   $ (80,819 )   $ (43,465 )   $      (43,084 )


*   See Note 1 of the notes to the consolidated financial statements for a
    summary of adjustments.


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                                                     Year Ended December 31,
                                             2019             2018           2017
                                                                         *As Adjusted
                                               (as a percentage of total revenue)
Revenue:
Subscription and support                          91 %           90 %               90 %
Professional services and other                    9             10                 10
Total revenue                                    100            100                100
Cost of revenue:
Subscription and support                          25             22                 21
Professional services and other                    7              7                  8
Total cost of revenue                             32             29                 29
Gross profit                                      68             71                 71
Operating expenses:
Sales and marketing                               47             47                 49
Research and development                          32             28                 30
General and administrative                        22             17                 19
Total operating expenses                         101             92                 98
Loss from operations                             (33 )          (21 )              (27 )
Other income (expense):
Interest income                                    1              1                  0
Interest expense                                  (0 )           (0 )               (0 )
Other income (expense), net                       (0 )           (0 )                0
Total other income, net                            1              1                  0
Loss before income tax benefit (expense)         (32 )          (20 )              (27 )
Income tax benefit (expense)                       1             (0 )                0
Net loss                                         (31 )%         (20 )%             (27 )%


*   See Note 1 of the notes to the consolidated financial statements for a
    summary of adjustments.

Year Ended December 31, 2019 Compared to the Year Ended December 31, 2018



Revenue



                                        Year Ended
                                       December 31,                Change
                                    2019          2018         Amount       %

                                             (dollars in thousands)

Subscription and support $ 236,241 $ 188,501 $ 47,740 25 % Professional services and other 22,232 21,043 1,189 6 Total revenue

$ 258,473     $ 209,544     $ 48,929       23 %


Subscription and support revenue increased $47.7 million for the year ended December 31, 2019, primarily due to an increase in the total number of customers, which has grown to over 5,000 as of December 31, 2019, the contributions from our recent acquisitions, net revenue retention in excess of 100% as of December 31, 2019 and continued growth into international markets, which contributed 20% of total revenue for the year ended December 31, 2019, respectively, versus 19% of total revenue for year ended December 31, 2018.

Professional services and other revenue increased $1.2 million for the year ended December 31, 2019, primarily due to the increase in new customers discussed above.





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Cost of Revenue and Gross Margin





                                       Year Ended
                                      December 31,               Change
                                    2019         2018        Amount       %

                                            (dollars in thousands)

Cost of revenue: Subscription and support $ 64,170 $ 46,706 $ 17,464 37 % Professional services and other 18,656 15,137 3,519 23 Total cost of revenue

$ 82,826     $ 61,843     $ 20,983       34 %
Gross margin percentage:
Subscription and support                73 %         75 %
Professional services and other         16           28
Total gross margin                      68 %         70 %


Total cost of revenue increased $21.0 million for the year ended December 31, 2019, primarily due to an increase in employee-related costs, web hosting and third-party software license costs, amortization of developed technology and third-party contractor costs.

Subscription and support cost of revenue increased $17.5 million for the year ended December 31, 2019, primarily due to an increase in web hosting and third-party software license costs, amortization of developed and acquisition-related technology and employee-related costs. Web hosting and third-party software license costs increased $9.8 million due to the increase in total customers. Amortization costs increased $4.7 million due to the continued development of our software platform and amortization of acquisition-related technology. Employee-related costs increased $2.8 million as we continued to grow our customer support organization to support our customer growth and improve service levels and offerings. Other insignificant items, primarily related to higher rent and communication expense, increased by $0.2 million.

Professional services and other cost of revenue increased $3.5 million for the year ended December 31, 2019, primarily due to an increase in employee-related costs of $1.8 million and an increase in use of third-party contractors of $1.2 million, as we continued to grow our professional services organization to support our customer growth and improve service levels and offerings. Other insignificant items, primarily related to third-party software license costs, increased by $0.5 million.



Operating Expenses

Sales and Marketing



                            Year Ended
                           December 31,               Change
                        2019          2018        Amount       %

                                 (dollars in thousands)
Sales and marketing   $ 121,643     $ 97,481     $ 24,162       25 %

Sales and marketing expenses increased $24.2 million for the year ended December 31, 2019, primarily due to an increase in employee-related stock-based compensation costs, third-party contractor costs, expansion of our marketing programs, amortization of acquisition-related technology and information technology expenses. Employee-related costs increased $16.2 million as a result of a change in our compensation philosophy resulting in more employees electing to receive greater stock-based compensation in lieu of salary and hiring additional employees domestically and internationally due to growth in our customer base. Amortization expense increased $3.4 million due to an increase in amortization of acquisition-related identified intangible assets. Third-party contractor costs increased $1.6 million and travel costs increased $0.6 million all due to continued expansion into international and corporate markets. Marketing program costs increased $1.4 million due to holding our first separate Bridge user conference, BridgeCon, and continued expansion into international and corporate markets. Information technology expense increased $0.7 million as we continue to automate our internal systems. Other insignificant items, primarily related to depreciation expense, increased by $0.3 million.





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Research and Development



                                Year Ended
                               December 31,               Change
                             2019         2018        Amount       %
                                     (dollars in thousands)
Research and development   $ 83,526     $ 59,391     $ 24,135       41 %

Research and development expenses increased $24.1 million for the year ended December 31, 2019, due to an increase in employee-related costs, information technology expenses and allocated overhead expenses. Employee-related costs increased $20.6 million and information technology costs increased $2.0 million as we continued to grow our engineering organization to develop new applications and continue to develop additional features for our products and as a result of a change in our compensation philosophy resulting in more employees electing to receive greater stock-based compensation in lieu of salary. Allocated overhead expenses and other insignificant items increased $1.5 million primarily due to higher rent and communication expense.



General and Administrative



                                  Year Ended
                                 December 31,               Change
                               2019         2018        Amount       %
                                       (dollars in thousands)
General and administrative   $ 56,471     $ 35,602     $ 20,869       59 %

General and administrative expenses increased $20.9 million for the year ended December 31, 2019 primarily due to an increase in employee-related costs, third-party costs, allocated overhead expenses and the change in fair value of the contingent liability. Employee-related costs increased $12.6 million as a result of a change in our compensation philosophy resulting in more employees electing to receive greater stock-based compensation in lieu of salary. Third-party services increased $6.6 million as a result of the Company entering into a definitive merger agreement to be acquired by Thoma Bravo, LLC, as well as our recent acquisitions of MasteryConnect and Portfolium and continued growth. Fair value of the contingent liability decreased $1.1 million during the same period in 2018. The liability was written off during the year ended December 31, 2019. Allocated overhead expenses and other insignificant items increased $0.6 million primarily due to higher rent.



Other Income



                        Year Ended
                       December 31,              Change
                     2019        2018        Amount       %
                             (dollars in thousands)
Other income, net   $ 1,554     $ 1,647     $    (93 )     -6 %

Other income, net includes interest income and expense, unrealized gains and losses on marketable securities and the impact of foreign currency transaction gains and losses. Other income, net decreased $0.1 million for the year ended December 31, 2019 primarily as a result of decreased interest income and the disposal of property and equipment.



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Income Tax Benefit (Expense)



                                   Year Ended
                                  December 31,              Change
                                2019        2018      Amount         %

                                         (dollars in thousands)
Income tax benefit (expense)   $ 3,620     $ (339 )   $ 3,959       -1168 %

Income tax benefit (expense) consists of current and deferred taxes for U.S. and foreign income taxes. The income tax expense decrease in 2019 of $4.0 million compared to 2018 was primarily due the recognition of a net deferred tax liability as a result of the acquisition of Portfolium and MasteryConnect. The net deferred tax liability provided a source of additional income to support the realizability of pre-existing deferred tax assets and as a result, a portion of our valuation allowance was released.

Fiscal 2018 Compared to Fiscal 2017

For a comparison of our results of operations for the fiscal years ended December 31, 2018 and 2017, see Item 7, Management's Discussion and Analysis of Financial Condition and Results of Operations, of our Annual Report on Form 10-K for the fiscal year ended December 31, 2018, filed with the SEC on February 20, 2019.

Liquidity and Capital Resources

As of December 31, 2019, we had $101.2 million of cash and cash equivalents and $15.6 million in short-term marketable securities. We believe our cash, cash equivalents, short-term marketable securities and cash flows from operations will be sufficient to support our planned operations for at least the next 12 months. Our future capital requirements will depend on many factors including our growth rate, net revenue retention rates, the timing and extent of spending to support the expansion of sales and marketing and research and development activities, the introduction of new and enhanced offerings, and the continuing market acceptance of our platform. We may in the future enter into arrangements to acquire or invest in complementary businesses, services and technologies, and intellectual property rights. If 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 when desired, our business, operating results and financial condition may be adversely affected.

In June 2019, we entered into a third amendment to the second amended and restated loan and security agreement to extend the maturity date for a period of 12 months. The agreement provides for up to $5.0 million (subject to increase to $35.0 million, based on the borrowing base calculation) so long as we are in compliance with all terms and conditions under the credit facility. Availability is subject to a formula based upon a certain adjusted quick ratio. Advances under the credit facility accrue interest at a floating per year rate equal to the prime rate plus 0.5%. During the continuance of an event of default, the lender may accelerate amounts outstanding, terminate the credit facility, and foreclose on the collateral. As of December 31, 2019, we did not have any outstanding borrowing under the credit facility.

To secure our obligations under the credit facility, we granted SVB a security interest in substantially all of our tangible and intangible assets, excluding intellectual property. The credit facility contains customary events of default, conditions to borrowing, and covenants, including restrictions on our ability to make acquisitions, make distributions and dividends to stockholders, and maintain certain amounts of cash or debt with other financial institutions. The agreement also includes a financial covenant to maintain a certain adjusted quick ratio, reported quarterly. In the event the accordion feature of the line is utilized the covenants convert to a recurring revenue measurement. During the continuance of an event of default, SVB may accelerate amounts outstanding, terminate the credit facility and foreclose on the collateral. As of December 31, 2019, we were in compliance with all covenants under the terms of the credit facility.

The following table shows our cash flows for 2019, 2018 and 2017:





                                                              Year Ended December 31,
                                                         2019           2018           2017
                                                                   (in thousands)

Net cash provided by (used in) operating activities $ 18,861 $ 98 $ (21,129 ) Net cash provided by (used in) investing activities (21,576 ) (63,304 ) 2,231 Net cash provided by financing activities

                  9,631        121,833         10,052




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Our cash flows are subject to seasonal fluctuations. A significant portion of our contracts have terms that coincide with our academic customers' typical fiscal year-end of June 30. Historical experience has shown an increase in new and renewed contracts as well as anniversary billings, all of which immediately precede the beginning of our academic customers' typical fiscal year-end. We typically invoice SaaS fees annually upfront with credit terms of net 30 or 60 days. In turn, our cash flows from operations are affected by this seasonality and are typically reflected in higher cash flow, accounts receivable and deferred revenue balances for the second and third quarter of each year.

Operating Activities

Net cash provided by operating activities consists primarily of net loss adjusted for certain non-cash items, including stock-based compensation, depreciation and amortization and other non-cash charges, net.

Net cash provided by operating activities during 2019 was $18.9 million, which primarily reflected our net loss of $80.8 million, offset by non-cash expenses that included $56.5 million of stock-based compensation and $20.0 million of depreciation and amortization. Working capital sources of cash included a net increase of $19.9 million in deferred revenue and accounts receivable primarily resulting from the seasonality of our business where a significant number of customer agreements occur in the second and third quarter of each year, and a $13.0 million increase in accounts payable and accrued liabilities. These sources were partially offset by a decrease in prepaid and other assets of $6.8 million, a decrease in deferred commissions of $2.7 million and a decrease in other insignificant items of $0.2 million.

Net cash provided by operating activities during 2018 was $0.1 million, which primarily reflected our net loss of $43.5 million, offset by non-cash expenses including $22.7 million of stock-based compensation and $11.3 million of depreciation, amortization and other insignificant items. Working capital sources of cash included a net increase of $16.4 million in deferred revenue and accounts receivable primarily resulting from the growth in customers during the period. These sources were partially offset by an increase in prepaids and other assets of $2.6 million, a decrease in accounts payable and accrued liabilities of $2.8 million and an increase in deferred commissions of $1.4 million.

Net cash used in operating activities during 2017 was $21.1 million, which primarily reflected our net loss of $43.1 million, offset by non-cash expenses that included $15.7 million of stock-based compensation and $6.9 million of depreciation and other insignificant items. Working capital sources of cash included a net increase of $11.9 million in deferred revenue and accounts receivable primarily resulting from the growth in customers during the period, a $1.0 million increase in deferred rent and a $0.7 million increase in accounts payable and accrued liabilities. These sources were partially offset by an increase in prepaids and other assets of $9.2 million and an increase in deferred commissions of $5.0 million.

Investing Activities

Our investing activities have consisted primarily of business acquisitions, purchases and maturities of marketable securities, property and equipment purchases for computer-related equipment and capitalization of software development costs. Capitalized software development costs are related to new applications or improvements to our existing software platform that expand the functionality for our customers.

Net cash used in investing activities during 2019 was $21.6 million, consisting primarily of business acquisitions of $55.0 million, purchases of marketable securities of $28.3 million, and purchases of property plant and equipment of $10.2 million. These were offset by cash maturities and sales of our marketable securities of $71.8 million and other insignificant items of $0.1 million.

Net cash used in investing activities during 2018 was $63.3 million, consisting primarily of purchases of marketable securities of $113.9 million, and purchases of property plant and equipment and capitalized software development costs of $11.1 million. These were offset by $61.7 million primarily due to cash maturities from our marketable securities and other insignificant items.

Net cash provided by investing activities during 2017 was $2.2 million, consisting primarily of cash maturities from our marketable securities of $29.3 million, offset by purchases of marketable securities of $11.1 million, purchases of property plant and equipment of $15.8 million and purchases of intangible assets and other insignificant items of $0.2 million.



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Financing Activities

Our financing activities have consisted primarily of proceeds from the issuance of common stock from employee equity plans and shares repurchased for tax withholdings on vesting of restricted stock.

Net cash provided by financing activities for 2019 was $9.6 million and consisted of $12.8 million in proceeds received from the issuance of common stock under employee equity plans, including the exercise of stock options, offset by $3.2 million in shares repurchased for tax withholdings on vesting of restricted stock.

Net cash provided by financing activities for 2018 was $121.8 million and consisted of $109.8 million in net proceeds received from a common stock offering, after deducting underwriting discounts and commissions and offering expenses, and $12.5 million in proceeds received from the issuance of common stock under employee equity plans, including the exercise of stock options and the purchase of common stock under our employee stock purchase plan, offset by $0.5 million in shares repurchased for tax withholdings on vesting of restricted stock and other insignificant items.

Net cash provided by financing activities for 2017 was $10.1 million consisting of $10.4 million in proceeds received from the issuance of common stock under employee equity plans, including the exercise of stock options and employee stock purchase plan; offset by $0.3 million in shares repurchased for tax withholdings on vesting of restricted stock.

Contractual Obligations and Commitments

Contractual obligations are cash that we are obligated to pay as part of certain contracts that we have entered into during the course of business. Below is a table that shows the projected outlays as of December 31, 2019:



Leases



                                                      Payments due by Period:
                                            Less                                   More
                                            than         1-3          3-5          than
                               Total       1 Year       Years        Years       5 Years
                                                    (in thousands)
Operating lease obligations   $ 61,139     $ 9,737     $ 18,672     $ 17,473     $ 15,257

Leases for new office space that have commenced are disclosed in Note 12 in the notes to the consolidated financial statements. Two leases have not yet commenced and are not disclosed in the notes to the consolidated financial statements.

The first lease commences in February 2020 with a term of seven years ending in 2027 and allows for one option to renew for an additional five-year period. The lease has an average monthly rent payment of €57,000 and is subject to an annual rent escalation determined by the Consumer Price Index. We also entered into a new letter of credit related to this lease for €252,000. This letter of credit expires during May 2027.

The second lease commences in March 2020 with a term of five years ending in 2025, with no option for renewal. The lease has an average monthly rent payment of $27,000 and is subject to varying annual rent escalations between 4% and 5%.

Letters of Credit

As of December 31, 2019 and 2018, we had a total of $2.6 million and $2.4 million, respectively, of letters of credit outstanding that were issued for purposes of securing certain of the Company's obligations under facility leases and other contractual arrangements.

Off-Balance Sheet Arrangements

During 2019, 2018 and 2017, we did not have any relationships with any entities or financial partnerships, such as structured finance or special purpose entities established for the purpose of facilitating off-balance sheet arrangements or other purposes.



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Income Taxes

As of December 31, 2019, we had approximately $393.6 million and $430.2 million of federal and state net operating loss carryforwards, respectively, available to reduce future taxable income that will begin to expire in 2028 for federal purposes and 2020 for state tax purposes. As of December 31, 2019, we also had federal research and development tax credit carryforwards of approximately $13.3 million and state research and investment credit carryforwards of $4.3 million. If not utilized, the federal and state carryforwards will expire at various dates through 2040.

Utilization of the net operating loss carryforwards may be subject to a substantial annual limitation due to the ownership change limitations provided by the Internal Revenue Code of 1986, as amended, and similar state provisions. The annual limitation may result in the expiration of net operating losses and credits before utilization.

Due to our cumulative losses, we maintain a valuation allowance against the majority of our net deferred tax assets as of December 31, 2019. We consider all available evidence, both positive and negative, in assessing the extent to which a valuation allowance should be applied against our deferred tax assets.

Critical Accounting Policies and Estimates

Our management's discussion and analysis of financial condition and results of operations is based on our consolidated financial statements which have been prepared in accordance with GAAP. In preparing our financial statements, we make estimates, assumptions and judgments that can have a significant impact on our reported revenue, results of operations and net income or loss, as well as on the value of certain assets and liabilities on our balance sheet during and as of the reporting periods. These estimates, assumptions and judgments are necessary because future events and their effects on our results and the value of our assets cannot be determined with certainty, and are made based on our historical experience and on other assumptions that we believe to be reasonable under the circumstances. These estimates may change as new events occur or additional information is obtained, and we may periodically be faced with uncertainties, the outcomes of which are not within our control and may not be known for a prolonged period of time. Because the use of estimates is inherent in the financial reporting process, actual results could differ from those estimates.

The critical accounting estimates, assumptions and judgments that we believe have the most significant impact on our consolidated financial statements are described below.

Revenue Recognition

We generate revenue primarily from two main sources: (1) subscription and support revenue, which is comprised of SaaS fees from customers accessing our learning, assessment and talent management systems and from customers purchasing additional support beyond the standard support that is included in the basic SaaS fees; and (2) related professional services revenue, which is comprised of training, implementation services and other types of professional services. Revenue is recognized when control of these services is transferred to our customers, in an amount that reflects the consideration we expect to be entitled to in exchange for those services.

We determined revenue recognition through the following steps:



  • Identification of the contract, or contracts, with a customer


  • Identification of the performance obligations in the contract


  • Determination of the transaction price


    •   Allocation of the transaction price to the performance obligations in the
        contract


  • Recognition of revenue when, or as, we satisfy a performance obligation

The following describes the nature of our primary types of revenue and the revenue recognition policies and significant payment terms as they pertain to the types of transactions we enter into with our customers.



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Subscription and Support

Subscription and support revenue is derived from fees from customers to access our learning, assessment and talent management systems and support beyond the standard support that is included with all subscriptions. The terms of our subscriptions do not provide customers the right to take possession of the software. Subscription and support revenue is generally recognized on a ratable basis over the contract term. Payments from customers are primarily due annually in advance.

Professional Services and Other

Professional services revenue is derived from implementation, training, and consulting services. Our professional services are typically considered distinct from the related subscription services as the promise to transfer the subscription can be fulfilled independently from the promise to deliver the professional services (i.e., customer receives standalone functionality from the subscription and the customer obtains the intended benefit of the subscription without the professional services). Professional services revenue is typically recognized over time as the services are rendered, using an efforts-expended (labor hours) input method. Implementation services also include nonrefundable upfront setup fees, which are allocated to the remaining performance obligations.

Contracts with Multiple Performance Obligations

Many of our contracts with customers contain multiple performance obligations. We account for individual performance obligations separately if they are distinct. The transaction price is allocated to the separate performance obligations on a relative standalone selling price (SSP) basis. We determine the standalone selling prices based on our overall pricing objectives by reviewing our significant pricing practices, including discounting practices, geographical locations, the size and volume of our transactions, the customer type, price lists, our pricing strategy, and historical standalone sales. Standalone selling price is analyzed on a periodic basis to identify if we have experienced significant changes in our selling prices.

Deferred Commissions

Sales commissions earned by our sales force, as well as related payroll taxes, are considered incremental and recoverable costs of obtaining a contract with a customer. These costs are deferred and then amortized on a straight-line basis over a period of benefit that we have determined to be generally four years. We determined the period of benefit by taking into consideration our customer contracts, our technology and other factors. Amortization of deferred commissions is included in sales and marketing expenses in the accompanying consolidated statements of operations.

Deferred Revenue

Deferred revenue consists of billings and payments received in advance of revenue recognition generated by our subscription and support services and professional services and other, as described above. ASC 606 introduced the concept of contract liabilities, which is substantially similar to deferred revenue under previous accounting guidance.

Stock-Based Compensation

We account for all stock options and awards granted to employees and nonemployees using a fair value method. Stock-based compensation is recognized as an expense and is measured at the fair value of the award. The measurement date for employee awards is generally the date of the grant. Stock-based compensation costs are recognized as expense over the requisite service period, which is generally the vesting period for awards, on a straight-line basis for awards with only a service condition, and using the accelerated attribution method for awards with both a performance and service condition. Forfeitures are accounted for as they occur.

We use the market closing price of our common stock as reported on the New York Stock Exchange for the fair value of restricted stock units ("RSUs") granted.

We use the Black-Scholes option pricing model to measure the fair value of our stock options and purchase rights issued to employees under our 2015 Employee Stock Purchase Plan, or ESPP, when they are granted. We make several estimates in determining our stock-based compensation for these stock options and purchase rights. These assumptions and estimates are as follows:



    •   Fair Value of Common Stock. We rely on the closing price of our common
        stock as reported by the New York Stock Exchange on the date of grant to
        determine the fair value of our common stock.


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    •   Expected Term. The expected term represents the period that our
        stock-based awards are expected to be outstanding. The expected term
        assumptions were determined based on the vesting terms, exercise terms and
        contractual lives of the options. The expected term of employee option
        awards is determined using the average midpoint between vesting and the
        contractual term for outstanding awards, or the simplified method, because
        we do not yet have a sufficient history of option exercises. We consider
        this appropriate as we plan to see significant changes to our equity
        structure in the future and there is no other method that would be more
        indicative of exercise activity. For the ESPP, we use an expected term of
        0.5 years to match the offering period.


    •   Expected Volatility. Since, we did not have a trading history of our
        common stock, the expected volatility was determined based on the
        historical stock volatilities of our comparable companies. To determine
        our peer companies, we used the following criteria: software or
        software-as-a-service companies; similar histories and relatively
        comparable financial leverage; sufficient public company trading history;
        and in similar businesses and geographical markets. We used the peers'
        stock price volatility over the expected life of our granted options to
        calculate the expected volatility. We intend to continue to apply this
        process using the same or similar public companies until a sufficient
        amount of historical information regarding the volatility of our own share
        price becomes available, or unless circumstances change such that the
        identified companies are no longer similar to us, in which case, more
        suitable companies whose share prices are publicly available would be used
        in the calculation. For the ESPP, we use the trading history of our own
        common stock to determine expected volatility.


    •   Risk-Free Interest Rate. The risk-free interest rate is based on the
        implied yield available on U.S. Treasury zero-coupon issues with remaining
        terms similar to the expected term on the options.


    •   Expected Dividend Yield. We have never declared or paid any cash dividends
        and do not plan to pay cash dividends in the foreseeable future, and,
        therefore, use an expected dividend yield of zero.

We will continue to use judgment in evaluating the assumptions related to our stock-based compensation expense calculations on a prospective basis.

Recent Accounting Pronouncement

For information on recent accounting pronouncements, see Recent Accounting Pronouncements in the notes to the consolidated financial statements appearing elsewhere in this Annual Report on Form 10-K.

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