(AI) C3.ai, Inc. Business Model Canvas Research

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(AI) C3.ai, Inc. Business Model Canvas Research

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C3.ai Business Model Canvas: How Enterprise AI Drives Growth

Explore how C3.ai, Inc. turns enterprise AI into a scalable business model, from customer relationships to revenue streams. This concise Business Model Canvas highlights the key building blocks behind its strategy, partnerships, and growth potential. Ready to go deeper? Get the full canvas for a sharper, company-specific view.

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Partnerships

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Baker Hughes

Baker Hughes is a long-standing strategic partner for C3.ai in oil and gas, helping deploy industrial AI in asset-heavy operations. C3.ai reported fiscal 2025 revenue of $389.1 million, and this partnership gives it a direct path to energy customers with domain-specific use cases in equipment reliability, maintenance, and production optimization.

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FIS

FIS extends C3.ai into financial services, where C3.ai reported FY2025 revenue of $389.1 million and keeps pushing into larger enterprise deals. The tie-up fits fraud detection and customer analytics, and FIS helps C3.ai reach regulated accounts that need secure, compliant AI.

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Raytheon

Raytheon, a business of RTX, supports C3.ai in defense and intelligence work tied to mission-critical AI and large government programs. This matters as C3.ai reported fiscal 2025 revenue of $389.1 million, and the Raytheon tie-up helps strengthen credibility in high-security environments where procurement and trust are key.

AWS, Microsoft, Google

AWS, Microsoft, and Google are C3.ai, Inc.'s core cloud partners, giving the platform the infrastructure, marketplace access, and enterprise compatibility needed to deploy across multi-cloud setups. In C3.ai, Inc.'s FY2025, revenue was $389.1 million, showing why scalable cloud channels matter for delivery and reach.

  • Enable multi-cloud deployment.
  • Support enterprise scaling.
  • Expand marketplace distribution.

Intel

Intel helps C3.ai run enterprise AI workloads more efficiently by tuning performance on CPUs and other hardware, which supports lower-cost deployment across data centers and cloud setups. C3.ai reported FY2025 revenue of $389.1 million, and this kind of hardware-aware partnership matters because it can improve throughput without changing the software stack.

  • Optimizes compute for AI inference and training.
  • Supports hardware-efficient enterprise deployment.
  • Fits data center and cloud environments.
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C3.ai’s Partner Network Powers Enterprise AI Growth

C3.ai, Inc. depends on a tight partner network to sell and deploy enterprise AI at scale. Baker Hughes, FIS, and RTX open energy, banking, and defense accounts, while AWS, Microsoft, Google, and Intel provide cloud reach, marketplace access, and compute efficiency; C3.ai reported FY2025 revenue of $389.1 million.

Partner Role Value
Baker Hughes Energy deployment Oil and gas use cases
FIS Financial services reach Regulated enterprise access
AWS, Microsoft, Google Cloud distribution Multi-cloud scaling

What is included in the product

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Detailed Word Document

A concise, real-world Business Model Canvas of C3.ai, Inc. covering its AI software value, customers, channels, revenue, and key partnerships.

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Customizable Excel Spreadsheet

Quickly maps C3.ai’s business model in one editable snapshot, easing analysis and team alignment.

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Reference Sources

Provides a trusted source trail for C3.ai, Inc. claims, helping teams verify assumptions fast and make better decisions.

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Activities

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Enterprise AI application development

C3.ai’s key activity is building enterprise AI applications for industrial use cases, pairing its platform with packaged solutions, and product engineering stays at the center of that work. In fiscal 2025, revenue rose 25% to $389.1 million, showing continued demand for its AI software stack.

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Platform deployment and operations

C3.ai deploys and runs the C3 AI Application Platform for customers, with production-grade AI execution across enterprise systems where uptime, reliability, and scale matter. In fiscal 2025, C3.ai reported $389.1 million in revenue, underscoring the size of the platform operations it must deliver and support.

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Data integration and model preparation

C3.ai connects enterprise data sources into AI workflows, then cleans and structures that data for analytics, prediction, and visualization. In fiscal 2025, the Company reported revenue of $389.1 million, showing how this data-integration layer sits at the core of its enterprise AI delivery.

Industry solution packaging

C3.ai’s industry solution packaging turns core AI into pre-built apps for predictive maintenance, fraud detection, and supply-chain risk, so customers can deploy faster. In fiscal 2025, C3.ai reported revenue of $389.1 million, showing how packaged use cases stay central to its model.

  • Pre-built apps for specific industries
  • Faster deployment, less setup time
  • Fiscal 2025 revenue: $389.1 million

Sales, delivery, and customer success

C3.ai sells direct to enterprises and through partners, then stays involved in implementation, adoption, and renewal. In FY2025, revenue was $389.1 million, and that recurring base makes customer success critical to keeping software renewals flowing.

  • Direct sales plus partner channels
  • Implementation and adoption support
  • Renewals protect recurring revenue
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C3.ai FY2025: 25% Growth on $389.1M Revenue

C3.ai’s key activities are building and updating enterprise AI apps, integrating customer data, and running the C3 AI Application Platform for industrial use cases. In fiscal 2025, revenue was $389.1 million, up 25% year over year, showing the scale of product engineering and deployment work.

Key Activity FY2025 data
Platform and app development $389.1 million revenue
Deployment and support 25% revenue growth

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Business Model Canvas

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Resources

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C3 AI Application Platform

C3.ai, Inc. treats the C3 AI Application Platform as its core software asset: the layer used to build, deploy, and run enterprise AI apps. In fiscal 2025, C3.ai, Inc. reported $389.1 million in revenue, and the platform anchored that product mix across sectors like energy, manufacturing, and defense.

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Pre-built AI applications

C3.ai’s pre-built AI applications span inventory, maintenance, churn, fraud, and energy management, giving customers ready-made use cases instead of custom builds. This lowers adoption time and supports its FY2025 revenue of $389.1 million, with 90%+ from subscription software, showing demand for packaged deployments.

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Proprietary enterprise AI software

C3.ai, Inc.’s proprietary enterprise AI software is its core IP base and the main reason it stands apart from generic analytics tools. In FY2025, C3.ai, Inc. reported $389.1 million in revenue, showing that its software stack remains central to its market position and customer demand.

Engineering and data science talent

C3.ai, Inc. depends on specialized engineers and data scientists because AI model design, data integration, and enterprise deployment need deep technical skill. In fiscal 2025, the company spent $214.3 million on research and development against $389.1 million of revenue, showing how central talent is to product build-out and delivery.

  • Specialized staff drive AI software design
  • R&D spend was $214.3 million in FY2025
  • Talent supports integration and deployment

That level of spend shows C3.ai, Inc. treats human expertise as a core asset, not a support function.

Partner ecosystem access

C3.ai, Inc.’s partner ecosystem access extends reach through cloud and industry partners, adding infrastructure, credibility, and distribution that a direct sales team cannot scale alone. In FY2025, revenue was $389.1 million, and that partner-led channel helps support enterprise deal flow and longer sales coverage.

  • Cloud partners widen deployment access
  • Industry partners add trust and referrals
  • Sales reach scales without fixed costs
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C3.ai: AI software IP and talent power FY2025 growth

C3.ai, Inc.’s key resources are its AI Application Platform, its prebuilt enterprise apps, and its specialist engineering talent. In FY2025, it generated $389.1 million in revenue and spent $214.3 million on research and development, showing that software IP and people drive the business.

Resource FY2025 data
Revenue $389.1 million
R&D $214.3 million
Subscription mix 90%+
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Value Propositions

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Enterprise-scale AI applications

C3.ai builds enterprise-scale AI software for large organizations, not consumer apps. In fiscal 2025, revenue was $389.1 million, with $361.0 million from subscriptions, showing demand for complex data and workflow use cases across industrial, public-sector, and energy customers.

Its platform is designed to plug into hard-to-manage operational environments, where standard chatbots fall short.

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Turnkey industry solutions

C3.ai’s turnkey industry solutions are pre-built applications for specific business problems, so customers can deploy faster than building from scratch and cut implementation effort. In fiscal 2025, C3.ai generated $389.1 million in revenue, up 25% year over year, which shows demand for ready-made AI use cases.

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Operational optimization

C3.ai’s operational optimization apps help customers improve inventory, production, maintenance, and energy use so they can cut waste and disruption. In fiscal 2025, C3.ai reported $389.1 million in revenue, showing demand for measurable efficiency tools built for real operating results.

Risk detection and forecasting

C3.ai, Inc. turns risk detection and forecasting into early action with fraud detection, churn management, and supply risk tools. In FY2025, the Company reported $389.1 million in revenue, showing demand for predictive systems that help enterprises spot problems before they escalate.

  • Fraud, churn, and supply risk signals
  • Early warning for faster decisions
  • Predicts issues before losses grow

Hybrid and multi-cloud flexibility

C3.ai’s hybrid and multi-cloud model works across AWS, Microsoft Azure, and Google Cloud, so enterprise teams can fit it into existing stacks instead of rebuilding them. In fiscal 2025, C3.ai reported $389.1 million in revenue, showing demand for deployments that can scale across complex global IT setups and cut rollout friction.

  • Works across major cloud platforms
  • Fits large enterprise IT estates
  • Speeds global deployment
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C3.ai: Recurring AI Revenue Hits $361M

C3.ai’s value proposition is enterprise AI built for complex, high-stakes operations: prebuilt apps, forecasting, and optimization that cut deployment time and help teams act faster. In fiscal 2025, revenue was $389.1 million, with $361.0 million from subscriptions, showing strong demand for recurring software use.

FY2025 metric Value
Revenue $389.1M
Subscriptions $361.0M
Revenue growth 25%
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Customer Relationships

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Enterprise account management

C3.ai’s enterprise account teams sell directly into large organizations, where buying cycles are long and relationship-led. In fiscal 2025, the Company reported $389.1 million in revenue, which fits the need for high-value, complex contracts with repeat enterprise buyers.

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Implementation support

C3.ai’s implementation support helps customers move AI from pilot to production, with technical help for setup and system integration. That matters in FY2025, when C3.ai reported about $389 million in revenue and relied on deployment success to drive adoption of its enterprise applications.

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Customer success engagement

C3.ai, Inc. uses customer success to drive renewals and wider rollout: in fiscal 2025, revenue was $389.1 million, and ongoing support helps turn pilots into repeat use across teams. The aim is simple: make the software deliver measurable business outcomes so customers expand faster and stay longer.

Partner-assisted service model

C3.ai, Inc. uses strategic partners to deliver some deployments, which extends delivery capacity and opens more industries. In FY2025, C3.ai reported $389.1 million in revenue, so partner-led work helps it handle large, specialized deals without building all services in-house.

  • Expands delivery capacity
  • Reaches more industries
  • Supports complex deployments

Training and enablement

C3.ai must train developers, analysts, and business users so they can build, read, and act on AI workflows fast. In fiscal 2025, C3.ai reported about $389 million in revenue, and strong enablement matters because it raises adoption, speeds time to value, and makes renewals and expansion more likely.

  • Train each user group differently.
  • Reduce setup time and support load.
  • Boost stickiness through daily use.
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C3.ai Bets on Enterprise Relationships to Drive Renewals and Growth

C3.ai, Inc. keeps Customer Relationships enterprise-led: direct account teams, implementation help, and customer success work to turn pilots into production and renewals. In fiscal 2025, C3.ai, Inc. reported $389.1 million in revenue, so retention and expansion across large clients matter more than broad, low-touch selling.

Metric FY2025
Revenue $389.1M
Customer model Direct enterprise support
Relationship focus Renewals and expansion
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Channels

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Direct enterprise sales

C3.ai sells to large enterprises through a direct sales force, which fits long procurement cycles and custom AI deployments. In fiscal 2025, C3.ai reported $389.1 million in revenue and 193 enterprise customers, showing why direct selling is central to its software commercialization.

This channel helps C3.ai shape solution design, run pilots, and expand accounts inside complex organizations.

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Strategic partners

Strategic partners like Microsoft Azure, AWS, and industry firms extend C3.ai, Inc.'s reach into enterprise buyers and help co-sell and implement deployments. In FY2025, C3.ai reported $389.1 million in revenue, and this partner channel is key to winning specialized verticals like energy, defense, and manufacturing faster.

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Cloud marketplaces

Cloud marketplaces let C3.ai, Inc. reach buyers inside major ecosystems like AWS and Microsoft Azure, where cloud spending topped $679 billion in 2024. In FY2025, C3.ai, Inc. reported $389.1 million in revenue, and marketplace listings can make procurement faster, simplify deployment, and match cloud-native buying habits.

Corporate website and demos

C3.ai, Inc.'s corporate website is a key discovery and lead-gen channel: buyers can review its AI applications and platform online, then use demos to move from technical interest to sales talks. In FY2025, C3.ai reported $389.1 million in revenue, showing how digital demand generation feeds the top line.

  • Website drives product discovery.
  • Demos convert interest to sales.
  • FY2025 revenue: $389.1 million.

Industry events and conferences

C3.ai uses sector events to meet enterprise buyers in energy, defense, and manufacturing, where trust and proof of value matter. In fiscal 2025, revenue reached $389.1 million, so these forums help turn technical demos into pipeline in long sales cycles.

They also support thought leadership and regulated-industry relationships, especially when buyers need secure AI proofs before rollout.

  • Targets enterprise decision makers
  • Supports proof-of-value talks
  • Builds trust in regulated sectors
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C3.ai’s Enterprise Sales Engine: Winning and Expanding Complex AI Deals

C3.ai, Inc. relies on direct sales, partners, cloud marketplaces, and its website to reach large enterprises and move long sales cycles forward. In fiscal 2025, revenue was $389.1 million and customer count was 193, so these channels are built to win, pilot, and expand complex AI deals.

Channel Role FY2025
Direct sales Enterprise deals $389.1M revenue
Partners and marketplaces Reach and deploy 193 customers
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Customer Segments

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Oil and gas

Oil and gas customers use C3.ai for asset health, production optimization, and supply chain control, where industrial uptime matters most. Baker Hughes keeps this segment relevant, and C3.ai reported fiscal 2025 revenue of $389.1 million, up 25% year over year, showing demand for AI in reliability-heavy operations.

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Financial services

Financial services customers use C3.ai for fraud detection, customer analytics, compliance, and risk management. FIS is a major incumbent in this market, and C3.ai’s FY2025 revenue was $389.1 million, showing demand from large regulated buyers.

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Defense and intelligence

Defense and intelligence customers need secure, mission-critical AI for operations where uptime and data control matter most. C3.ai reported FY2025 revenue of $389.1 million, and the U.S. defense budget was $849.8 billion for FY2025; Raytheon is a key peer in this segment because operational readiness and security drive buying decisions.

Manufacturing, utilities, and chemicals

Manufacturing, utilities, and chemicals are core C3.ai customers because they run asset-heavy sites where AI can improve production, maintenance, and energy use. In FY2025, C3.ai reported $389.1 million in revenue, and these operations keep adopting AI when even small efficiency gains cut downtime and energy waste.

  • 24/7 assets create strong AI use cases
  • Efficiency and uptime drive adoption

Healthcare, aerospace, and telecommunications

C3.ai targets healthcare, aerospace, and telecommunications because each runs on data-heavy forecasting and process automation. In FY2025, C3.ai reported $389.1 million in revenue, and telecom and healthcare are strong fits for churn, ops, and analytics tools, while aerospace uses AI to manage complex enterprise workflows.

  • Healthcare: churn and operations
  • Telecom: forecasting and analytics
  • Aerospace: complex process automation
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C3.ai’s Growth Is Powered by Industrial and Regulated Buyers

C3.ai’s customer segments cluster around asset-heavy and regulated buyers: oil and gas, financial services, defense and intelligence, manufacturing, utilities, chemicals, healthcare, aerospace, and telecommunications. These groups use C3.ai for uptime, forecasting, fraud, compliance, and process automation, and FY2025 revenue reached $389.1 million, up 25% year over year.

Segment Need FY2025 signal
Industrial Uptime $389.1M revenue
Regulated Risk 25% growth
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Cost Structure

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Research and development

C3.ai, Inc. treats research and development as a heavy fixed cost because it must keep funding platform engineering, application builds, and constant AI model updates. In fiscal 2025, R&D was about $211 million, roughly 54% of revenue, showing how much of the cost base is tied to keeping the software current and competitive.

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Sales and marketing

C3.ai, Inc. runs a heavy sales and marketing cost base because enterprise AI deals need long sales cycles, solution engineers, and account teams. In FY2025, revenue reached $389.1 million, up 26%, while brand marketing, lead gen, events, and partner programs kept spend high to support pipeline growth.

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Cloud infrastructure and hosting

C3.ai, Inc. runs on cloud compute and storage, so demos, deployments, and production use create recurring hosting spend. In FY2025, revenue was about $389 million, and that scale means even small changes in cloud unit costs can move margins. Multi-cloud support across AWS, Azure, and Google Cloud adds integration work and higher operating complexity.

Professional services delivery

Professional services delivery is labor-heavy at C3.ai, Inc.: implementation, integration, and customer support need skilled staff, so each large enterprise deal adds costs even as it helps adoption. In FY2025, C3.ai, Inc. reported $389.1 million in revenue, showing scale, but service work still ties up people and can pressure margins.

  • Skilled staff drive onboarding and support.
  • Big enterprise deals use more labor.
  • Services boost adoption, but raise costs.

General and administrative

C3.ai, Inc.’s general and administrative cost is a fixed overhead line tied to being a public company: finance, legal, HR, audit, and SEC reporting all need steady staff and outside support. In fiscal 2025, that burden stayed material, with G&A running at roughly $110 million, alongside headquarters and administrative spend that does not fall quickly when revenue slows.

  • Finance, legal, HR, compliance
  • SEC reporting and governance overhead
  • HQ and admin costs recur each quarter
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C3.ai’s Costs Are Still Driven by R&D and Enterprise Sales

C3.ai, Inc. has a cost structure dominated by R&D, sales and marketing, cloud hosting, and people-heavy services. In FY2025, R&D was about $211 million, G&A about $110 million, and revenue was $389.1 million, so fixed software spend and enterprise go-to-market effort still drive most cash outflow.

FY2025 cost item Amount
R&D $211M
G&A $110M
Revenue $389.1M
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Revenue Streams

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Software subscriptions

C3.ai, Inc. earns most of its revenue from subscription-based enterprise software, the core monetization model that drove about $389 million in fiscal 2025 revenue, with subscriptions making up the vast majority of sales. These recurring contracts give C3.ai more predictable cash flow and reduce reliance on one-time services deals.

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Platform subscriptions

C3.ai, Inc. made $389.1 million in fiscal 2025 revenue, and platform subscriptions were the core stream. Customers pay to access the C3 AI Application Platform, which supports both development and deployment use cases and anchors the product stack.

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Application subscriptions

C3.ai, Inc. monetizes pre-built industry applications separately from the core platform, so customers can subscribe to one use case, like maintenance or fraud detection, without buying the full stack. In fiscal 2025, subscription revenue was $336.8 million, or about 86.5% of total revenue of $389.1 million, showing how these application deals add recurring layers on top of the platform.

Professional services

C3.ai, Inc. earned $53.4 million from professional services in fiscal 2025, or about 13.7% of $389.1 million total revenue. These implementation, integration, and advisory jobs usually sit beside software deals, helping customers go live faster and lifting onboarding speed.

  • FY2025 services revenue: $53.4 million

  • About 13.7% of total revenue

  • Supports deployment and onboarding

Support and expansion contracts

In fiscal 2025, C3.ai, Inc. reported $389.1 million in revenue, and support and expansion contracts help keep that flow steady by driving renewals and deeper use at larger accounts. As customers add more seats, models, or deployments, lifetime contract value rises and revenue becomes less tied to new logo wins.

  • FY2025 revenue: $389.1 million
  • Renewals support recurring cash flow
  • Expansions lift lifetime value
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C3.ai’s Revenue Is 86.5% Recurring Subscriptions

C3.ai, Inc. made $389.1 million in fiscal 2025 revenue, led by $336.8 million from subscriptions, or about 86.5% of total sales. The model is mainly recurring, with platform access and industry app subscriptions driving most of the income.

Revenue stream FY2025 Share
Subscriptions $336.8M 86.5%
Services $53.4M 13.7%

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