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C3.ai, Inc.

AI
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Business Summary

C3.ai, Inc. operates in the Enterprise AI application software market, delivering a family of fully integrated products including the C3 Agentic AI Platform, C3 AI Applications, and C3 Generative AI. The company's model-driven architecture, protected by a broad patent portfolio with 33 issued patents in the United States and 30 issued counterpart patents internationally as of April 30, 2026 , provides a competitive advantage by accelerating development by a factor of 26 while reducing code by up to 99% . The company faces competition from internal IT organizations developing do-it-yourself solutions, commercial enterprise software providers, open-source software providers, public cloud providers offering discrete tools and micro-services, system integrators, and legacy data management product providers. Management believes no platform is directly competitive with the full end-to-end, model-driven scope of the C3 Agentic AI Platform.

C3.ai generates revenue primarily through software subscriptions and professional services. Subscription revenue includes software licenses, software-as-a-service offerings, stand-ready Center of Excellence support services, initial production deployments, and runtime and hosting fees. Professional services include prioritized engineering services, paid implementation services, consulting, and training. The company's customer base includes large organizations across oil and gas, power and utilities, aerospace and defense, industrial products, life sciences, financial services, and government sectors, including U.S. Federal agencies. The partner ecosystem includes Microsoft, Amazon Web Services, McKinsey & Company, Baker Hughes, Booz Allen Hamilton, and others, serving as a primary channel for customer acquisition and expansion.

C3.ai's core product areas, collectively referred to as C3 AI Software, include the C3 Agentic AI Platform, C3 AI Studio, C3 AI Applications, C3 Generative AI, and C3 Code. The C3 Agentic AI Platform is a comprehensive end-to-end application development and runtime environment designed to allow customers to rapidly design, develop, and deploy Enterprise AI applications. C3 AI Studio is the integrated development environment that enables engineers, data scientists, and business analysts to design, build, test, and deploy AI applications. C3 AI Applications is a portfolio of pre-built, extensible, industry-specific SaaS Enterprise AI applications including Asset Performance applications (C3 AI Reliability, C3 AI Process Optimization, C3 AI Energy Management, C3 AI Asset Connect, C3 AI Field Services), Supply Chain applications (C3 AI Supply Network Risk, C3 AI Inventory Optimization, C3 AI Demand Forecasting, C3 AI Production Schedule Optimization, C3 AI Sourcing Optimization, C3 AI Supply Chain Orchestration), Defense & Intelligence applications (C3 AI Readiness configured across over 15 aircraft platforms , C3 AI Intelligence Analysis, C3 AI Decision Advantage, C3 AI Contested Logistics), and Property Appraisal applications (C3 AI Residential Property Appraisal, C3 AI Commercial Property Appraisal). C3 Generative AI provides over 30 Generative AI applications across industries, business processes, and enterprise systems, and is built natively into the C3 Agentic AI Platform. C3 Code enables users to build, configure, and deploy complete production-grade Enterprise AI applications automatically using natural language instructions, orchestrating multiple AI agents working in parallel.

C3.ai's revenue consists of subscription and professional services revenue, with the substantial majority generated from subscriptions. Subscription revenue is primarily comprised of software licenses, software-as-a-service offerings, stand-ready COE support services, initial production deployments, and runtime and hosting fees. Customers may pay a usage-based runtime fee for specified levels of capacity. Within subscription revenue, the company includes revenue from contracts based on a consumption-based pricing model, using vCPU and vGPU hours as the metric to calculate payment. Professional services primarily include prioritized engineering services, paid implementation services, consulting, and training. The company's professional services strategy is to quickly train customers to develop, customize, and deploy applications independently.

On February 24, 2026 , the Company's board of directors approved a restructuring plan intended to fundamentally improve operating efficiency and reposition the company for long term success. In connection with the Plan, the company restructured its sales organization, realigned personnel directly under the Chief Executive Officer to increase accountability and execution, and reengineered its product design and delivery framework. On August 8, 2025 , the company announced the restructuring of its global sales and services organization in the first quarter of fiscal 2026, including new leadership. The company has established strategic relationships with Microsoft, AWS, McKinsey & Company, Google Cloud, Baker Hughes, Booz Allen Hamilton, Fractal, Cathexis, Capgemini, PwC, and Cognizant. The partnership with Baker Hughes was most recently renewed and expanded in April 2025 , reinforcing joint co-selling efforts. The partnerships with Fractal and Cathexis were most recently extended in April 2026 , continuing joint efforts to implement, extend, and scale C3 AI solutions. As of April 30, 2026 , the company had 764 full-time employees , with 582 based in the United States and 182 in international locations .

C3.ai generated net losses of approximately $470.4 million , $288.7 million , and $279.7 million for the fiscal years ended April 30, 2026, 2025, and 2024 respectively. As of April 30, 2026 , the company had an accumulated deficit of $1.8 billion . The company experienced a decline in revenue and an increase in operating losses in fiscal year 2026 as compared to the prior fiscal year, attributed in part to disruption from a comprehensive restructuring of global sales and services organizations, the CEO and Chairman's unanticipated health limitations, and unsatisfactory execution by global sales and services organizations. The company expects to continue to incur net losses for the foreseeable future.

Business Outlook

Demand for agentic AI is a key part of the company's growth strategy. Customers are increasingly adopting the C3 Agentic AI Platform and its agentic capabilities to build and operate autonomous AI agents across their operations, and the company is working through a substantial pipeline of related opportunities. The company's solutions are available on the Microsoft Azure, AWS, and Google Cloud marketplaces. The company continues to invest heavily in research and development to maintain technology leadership, with a product roadmap including a wide range of new functions and products to be released in the coming years that management expects to contribute to revenue growth with both new and existing customers.

The company is investing in the expansion of its direct enterprise sales and service organization both geographically and across vertical markets to expand the use of C3 AI solutions within existing customers and establish new customer relationships. The consumption-based pricing model is intended to help better meet customer needs by making it easier and less costly to adopt products and services. The company's goal is to rapidly move down-market in the coming years to serve the small and medium business segments of each industry. The partner ecosystem, including Microsoft, Amazon Web Services, McKinsey & Company, Baker Hughes, Booz Allen Hamilton, and others, serves as a primary channel for customer acquisition and expansion.

The company expects costs and expenses to increase in future periods, which could negatively affect future results of operations if revenue does not increase or declines. The company intends to continue to expend significant funds to further develop its C3 AI Software and business, including investments in research and development, sales, marketing, services, operations, and infrastructure. The restructuring plan approved on February 24, 2026 is intended to fundamentally improve operating efficiency, but the company may not successfully execute or achieve the expected benefits, and the expected costs and charges may be greater than forecasted.

The company continues to invest heavily in research and development to maintain technology leadership. The company's product roadmap includes a wide range of new functions and products to be released in the coming years. The company plans to continue investing in its sales force and strategic partners, both domestically and internationally. As of April 30, 2026 , the company had 764 full-time employees , with 582 based in the United States and 182 in international locations .

The filing does not disclose specific R&D spending levels, capital expenditure plans, share repurchase authorization amounts, or dividend policy with exact figures.

The company faces structural headwinds including a history of losses with net losses of approximately $470.4 million , $288.7 million , and $279.7 million for the fiscal years ended April 30, 2026, 2025, and 2024 respectively, and an accumulated deficit of $1.8 billion as of April 30, 2026 . The company experienced a decline in revenue and an increase in operating losses in fiscal year 2026 as compared to the prior fiscal year, attributed in part to disruption from a comprehensive restructuring of global sales and services organizations, the CEO and Chairman's unanticipated health limitations, and unsatisfactory execution by global sales and services organizations. Macroeconomic uncertainties including labor shortages, supply chain disruptions, inflation, interest rate fluctuations, and recession risks could result in reduced demand for the company's C3 AI Software, lengthening of sales cycles, loss of customers, and difficulties in collections.

The company faces risks related to its dependence on a limited number of customers, with certain customers having in the past reduced their spend or decided not to renew subscriptions. The average total subscription contract value is decreasing, and the company expects it to continue to decrease as it expands its customer base beyond a small number of large customers to a larger number of smaller customers. The company also faces risks related to sales to government entities, including U.S. federal government shutdowns, which have and may adversely affect public sector demand for products and services and the timing of payment.

Risk Factors

C3.ai has a history of losses, with net losses of approximately $470.4 million , $288.7 million , and $279.7 million for fiscal years 2026, 2025, and 2024 respectively, and an accumulated deficit of $1.8 billion as of April 30, 2026 . The company experienced a decline in revenue and an increase in operating losses in fiscal 2026, attributed to disruption from a comprehensive restructuring of global sales and services organizations, the CEO's unanticipated health limitations, and unsatisfactory execution. Historically, a limited number of customers have accounted for a substantial portion of revenue, and the average total subscription contract value is decreasing as the company expands beyond large customers. The company faces intense competition from internal IT organizations, commercial enterprise software providers, open-source providers, public cloud providers, and system integrators, many of which have substantially greater financial, technical, and other resources. The company's sales cycles can be long and unpredictable, particularly with large subscriptions, and the company may spend substantial time and money on sales efforts without assurance of producing sales. The company is subject to stringent and evolving U.S. and foreign data privacy and security laws, including the GDPR which carries fines of up to the greater of €20 million or 4% of annual global revenues , and the CCPA which provides for statutory fines and private rights of action for data breaches.

Management Priorities

Management's message to shareholders emphasizes that C3.ai is the Enterprise AI application software company, delivering a family of fully integrated products including the C3 Agentic AI Platform, C3 AI Applications, and C3 Generative AI. The company has built a solution that enables customers to rapidly develop, deploy, and operate large-scale Enterprise AI applications, with the C3 Agentic AI Platform enabling developers to rapidly build applications without having to write complex, lengthy structured programming code. Management highlights that the company's model-driven architecture reduces application development time by roughly 25× versus building from scratch and that C3 Code is the most dramatic leap forward in the company's product history, enabling users to build, configure, and deploy complete production-grade Enterprise AI applications automatically using natural language instructions. The company's strategic priorities include investing in the expansion of direct enterprise sales and service organizations both geographically and across vertical markets, continuing to invest heavily in research and development to maintain technology leadership, and leveraging the partner ecosystem as a primary channel for customer acquisition and expansion. Management notes that the company has booked over $2.0 billion in additional contracts and recognized $1.9 billion in revenue from 2019 through 2026 .

View Source Annual Report on SEC.gov ↗

References

  1. [1] Item 1, Business — Strategic Competitive IP Advantage
  2. [2] Item 1, Business — Sustainable Competitive Advantage: C3 AI Model-Driven Architecture
  3. [3] Item 1, Business — Sustainable Competitive Advantage: C3 AI Model-Driven Architecture
  4. [4] Item 1, Business — Defense & Intelligence
  5. [5] Item 1, Business — C3 Generative AI and C3 Agentic AI
  6. [6] Item 1A, Risk Factors — We may not successfully execute or achieve the expected benefits of our restructuring plan
  7. [7] Item 1A, Risk Factors — The failure to effectively develop and invest in our marketing and sales capabilities
  8. [8] Item 1, Business — Partner Ecosystem
  9. [9] Item 1, Business — Partner Ecosystem
  10. [10] Item 1, Business — Rich Human Capital
  11. [11] Item 1, Business — Rich Human Capital
  12. [12] Item 1, Business — Rich Human Capital
  13. [13] Item 1, Business — Rich Human Capital
  14. [14] Item 1A, Risk Factors — We have a history of losses
  15. [15] Item 1A, Risk Factors — We have a history of losses
  16. [16] Item 1A, Risk Factors — We have a history of losses
  17. [17] Item 1A, Risk Factors — We have a history of losses
  18. [18] Item 1A, Risk Factors — We have a history of losses
  19. [19] Item 1A, Risk Factors — We may not successfully execute or achieve the expected benefits of our restructuring plan
  20. [20] Item 1, Business — Rich Human Capital
  21. [21] Item 1, Business — Rich Human Capital
  22. [22] Item 1, Business — Rich Human Capital
  23. [23] Item 1, Business — Rich Human Capital
  24. [24] Item 1A, Risk Factors — We have a history of losses
  25. [25] Item 1A, Risk Factors — We have a history of losses
  26. [26] Item 1A, Risk Factors — We have a history of losses
  27. [27] Item 1A, Risk Factors — We have a history of losses
  28. [28] Item 1A, Risk Factors — We have a history of losses
  29. [29] Item 1A, Risk Factors — We have a history of losses
  30. [30] Item 1A, Risk Factors — We have a history of losses
  31. [31] Item 1A, Risk Factors — We have a history of losses
  32. [32] Item 1A, Risk Factors — We and the third parties with whom we work are subject to stringent and evolving U.S. and foreign laws
  33. [33] Item 1, Business — C3 Agentic AI Platform
  34. [34] Item 1, Business — C3 AI: 2019 – Present
  35. [35] Item 8, Financial Statements — Consolidated Statements of Operations
  36. [36] Item 8, Financial Statements — Consolidated Statements of Operations
  37. [37] Item 8, Financial Statements — Consolidated Statements of Operations
  38. [38] Item 8, Financial Statements — Consolidated Statements of Operations
  39. [39] Item 8, Financial Statements — Consolidated Statements of Operations
  40. [40] Item 8, Financial Statements — Consolidated Statements of Operations
  41. [41] Item 8, Financial Statements — Consolidated Statements of Operations
  42. [42] Item 8, Financial Statements — Consolidated Statements of Operations
  43. [43] Item 8, Financial Statements — Consolidated Statements of Operations
  44. [44] Item 8, Financial Statements — Consolidated Statements of Operations
  45. [45] Item 8, Financial Statements — Consolidated Statements of Operations
  46. [46] Item 8, Financial Statements — Consolidated Statements of Operations
  47. [47] Item 8, Financial Statements — Consolidated Statements of Operations
  48. [48] Item 8, Financial Statements — Consolidated Statements of Operations
  49. [49] Item 8, Financial Statements — Consolidated Statements of Operations
  50. [50] Item 8, Financial Statements — Consolidated Statements of Operations
  51. [51] Item 8, Financial Statements — Consolidated Statements of Operations
  52. [52] Item 8, Financial Statements — Consolidated Statements of Operations
  53. [53] Item 7, MD&A — Consolidated Results
  54. [54] Item 7, MD&A — Consolidated Results
  55. [55] Item 7, MD&A — Consolidated Results
  56. [56] Item 8, Financial Statements — Consolidated Statements of Operations
  57. [57] Item 8, Financial Statements — Consolidated Statements of Operations
  58. [58] Item 8, Financial Statements — Consolidated Statements of Operations
  59. [59] Item 8, Financial Statements — Consolidated Balance Sheets
  60. [60] Item 8, Financial Statements — Consolidated Balance Sheets
  61. [61] Item 8, Financial Statements — Consolidated Balance Sheets
  62. [62] Item 8, Financial Statements — Consolidated Balance Sheets
  63. [63] Item 8, Financial Statements — Consolidated Statements of Cash Flows
  64. [64] Item 8, Financial Statements — Consolidated Statements of Cash Flows
  65. [65] Item 8, Financial Statements — Consolidated Statements of Cash Flows
  66. [66] Item 8, Financial Statements — Consolidated Balance Sheets
  67. [67] Item 8, Financial Statements — Consolidated Statements of Operations
  68. [68] Item 8, Financial Statements — Consolidated Statements of Operations
  69. [69] Item 8, Financial Statements — Consolidated Statements of Operations
  70. [70] Item 8, Financial Statements — Consolidated Statements of Operations
  71. [71] Item 8, Financial Statements — Consolidated Statements of Operations
  72. [72] Item 8, Financial Statements — Consolidated Statements of Operations
  73. [73] Item 8, Financial Statements — Revenue by Geographic Area
  74. [74] Item 8, Financial Statements — Revenue by Geographic Area
  75. [75] Item 8, Financial Statements — Revenue by Geographic Area
  76. [76] Item 8, Financial Statements — Revenue by Geographic Area
  77. [77] Item 8, Financial Statements — Revenue by Geographic Area
  78. [78] Item 8, Financial Statements — Revenue by Geographic Area
  79. [79] Item 8, Financial Statements — Revenue by Geographic Area
  80. [80] Item 8, Financial Statements — Revenue by Geographic Area
  81. [81] Item 8, Financial Statements — Revenue by Geographic Area

Analysis on 6/24/2026