Surveil recognized as a Pioneer in the October 2026 Gartner® Emerging Market Quadrant™ for AI FinOps Tools – Startup Vendors
Gartner has recognized Surveil as a Pioneer in its Emerging Market Quadrant for AI FinOps Tools. We believe this recognition reflects our focus on giving finance, IT and business leaders one view of what they spend on AI, who owns it and what it returns.
Complimentary access, courtesy of Surveil. No form required.
Published
Report details
- Report
- Emerging Market Quadrant for AI FinOps Tools – Startup Vendors
- Publisher
- Gartner, Inc.
- Published
- Authors
- Ray Collins, Adam Ronthal, Marco Meinardi, Nitish Tyagi
- Surveil's position
- Pioneers quadrant
- Access
- Complimentary, no form
Where Surveil is positioned
Surveil is positioned in the Pioneers quadrant of the Startup Market Quadrant for AI FinOps Tools, Figure 1 of the October 2026 Gartner® Emerging Market Quadrant™ for AI FinOps Tools – Startup Vendors.
Read the Gartner report
See the full October 2026 Gartner® Emerging Market Quadrant™ for AI FinOps Tools – Startup Vendors.
Complimentary access, courtesy of Surveil. No form required.
Why AI spend needs its own discipline
In our view, AI spending breaks the assumptions that most cost tools were built on. Three differences matter most.
It arrives in many shapes
Tokens sit inside cloud bills, assistants are billed per seat, agents carry their own identities, and some tools are bought outside procurement entirely.
It changes faster than budgets
One team adopting a new agent can change a month's spend before anyone reviews the invoice. Guardrails have to work on live usage, not last month's bill.
Cost alone is not the answer
Leaders need to know whether the AI they pay for is used and what it returns, so they can scale what works and stop what does not.
How Surveil for AI works
Surveil for AI brings your AI estate into one place, correlated with the identity, department and license data from your own directory and license records. Finance, FinOps, IT and business leaders share one model of what AI costs, who owns it and what it delivers.
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Step 1
Capture spend and usage
- Cloud AI services: tokens, models and provisioned capacity
- AI assistants: seats, activity and task telemetry
- AI agents: identity, owner and cost
- Shadow AI: tools used outside approved procurement
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Step 2
Tie it to people and teams
- Identity and department from your directory
- License entitlements, SKUs and renewals
- Cloud cost, tags and commitments
- Smart tags on resources, initiatives, agents and people
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Step 3
Govern, optimize and prove value
- Policy views for IT, showback and chargeback for finance
- Anomaly and budget alerts as spend guardrails
- Rightsizing and reharvesting with savings attached
- Copilot candidate scoring and ROI reporting
Platforms covered
- Azure AI
- Microsoft 365 Copilot
- Microsoft 365 agents
- Anthropic Claude
- Shadow AI discovery
- New platforms on demand
Simple to deploy
Surveil for AI uses read-only connections to Microsoft, Azure and Anthropic tenants. It deploys in hours, requires no installation, and changes nothing for end users. Surveil holds SOC 2 Type II, ISO 27001, ISO 27701 and ISO 42001 certifications and is FinOps Certified.
Read-only by design
Surveil has no write access to your tenants, and you stay in control of the connection at all times.
Hours, not months
No agents, no infrastructure changes and nothing to install. Your teams keep working while Surveil connects.
Value from day one
Twelve months of history is available on day one, so baselines and trends are there from the start.
Trusted at enterprise scale
- Tenants served
- 500K+
- Microsoft spend managed annually
- $4B+
- Average cost savings delivered
- 37%+
- Identities under management
- 16M+
Certifications and trust
- SOC 2 Type II
- ISO 27001
- ISO 27701
- ISO 42001 (AI)
- FinOps Certified Platform
- Microsoft 365 Certified
- MACC eligible on Microsoft Marketplace
Frequently asked questions
How is Surveil positioned in the October 2026 Gartner Emerging Market Quadrant for AI FinOps Tools?
Surveil is positioned in the Pioneers quadrant of the October 2026 Gartner® Emerging Market Quadrant™ for AI FinOps Tools – Startup Vendors, published October 28, 2026.
Where can I read the Gartner AI FinOps report?
You can read the complimentary report, courtesy of Surveil. No form or registration is required.
What is AI FinOps?
AI FinOps applies FinOps practices to AI spending. It tracks what an organization spends on AI models, tokens, assistants, agents and AI subscriptions, assigns each cost to an owner, and measures the value that spending returns.
What does Surveil for AI do?
Surveil for AI brings an organization's AI spend and usage into one view, tied to identity, department and license data. Finance, FinOps, IT and business leaders use it to govern AI tools, allocate AI costs, forecast spend, cut waste and prove the value of AI.
Which AI platforms does Surveil for AI cover?
Surveil for AI covers Azure AI, Microsoft 365 Copilot, Microsoft 365 agents and Anthropic Claude, and discovers shadow AI tools used outside approved procurement. New platforms are added on demand in the same data model.
How does Surveil connect to my environment?
Surveil uses read-only API connections, with nothing to install and nothing changed for users. The platform holds SOC 2 Type II, ISO 27001, ISO 27701 and ISO 42001 certifications. See the Surveil Trust Center for details.
Keep exploring AI FinOps
-
White paper
Good spend or bad spend: why AI must be managed with business context
How to tell AI spend that creates value from spend that only creates cost.
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Playbook
The plan to get ahead of AI: a 90-day playbook
A step-by-step plan to see, govern and prove the value of AI spend in one quarter.
Read the playbook -
Blog
The AI experiment is over. The audit has begun.
AI has moved from pilots to a major budget line. Here is what that means for cost, ownership and value.
Read the blog