AI Governance & FinOps

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AI Spend Overview Insight · Read-onlyGateway · Real-time

AI spend · MTD

$284,600

$1.9M/yr waste identified

Tools + agents

137

23 shadow AI found

Tokens · 30D

4.82B

across 6 providers

Savings identified

$1.9M

recommended, annualized

Cost by project → agent

Lease abstraction $86K

Contract review $61K

Support copilot $47K

Internal tools $38K

Findings

Runaway agent: 47 avg tool calls today

Shadow AI: 3 unsanctioned ChatGPT workspaces yesterday

Route classification to Haiku: ~$6,200/mo yesterday

AgentNuro Gateway: real-time control Real-time

RouteCompressCacheEnforceRate limit

“Extract dates from lease PDF” → Gemini 3 Flash · req 3c8f10 · saved $0.05

Cost ↓ 42%p99 heldQuality maintainedCache hit 41%

AgentNuro is CloudNuro’s AI adoption management platform.

Discover every AI tool and agent, including shadow AI. Attribute every token, control usage, and optimize spend across OpenAI, Claude, Gemini, Copilot, and more.

Governs across

OpenAI

Claude

Gemini

Copilot

Bedrock

Vertex

Azure AI Foundry

Start with insight. Grow into control.

AgentNuro runs in two modes on one platform. Begin with read-only visibility that changes nothing in your apps. When you’re ready to act automatically, add the Gateway. The same intelligence, now with a hand on the wheel.

Tier 1 · Read-only

Provider usage APIs

Cloud billing

Identity / SSO

AgentNuro

AgentNuro Intelligence

Pulls from every source, correlates it, and changes nothing in your apps.

AgentNuro connects through your provider, billing, and identity APIs and correlates them into one picture of AI spend. Read-only, and nothing in your applications changes.

Discover everything. Every AI tool, agent, subscription, and model in use, including shadow AI nobody registered.
Attribute every dollar. Spend by project, agent, model, and task, mapped to the teams and cost centers that own it.
Know what to fix. Idle agents, oversized models, duplicate work, surfaced as ranked recommendations you apply in your own tools.
Govern softly. Tag, alert, and budget; flag anomalies and unsanctioned usage before they become a surprise invoice.

Connects through provider, billing & identity APIs · nothing changes in your apps Start read-only

Tier 2 · Real-time

Your apps

AgentNuroGateway

Providers

AgentNuro Control

In the request path: every call flows through, so it can act.

Route your AI traffic through the Gateway, a lightweight inline proxy between your apps and the providers. Now the recommendations don’t just advise; they execute the policies you set.

Route & right-size. Each request goes to the right model, downgraded where quality allows, kept premium where it matters.
Compress & cache. Trim oversized context and serve repeated work from an exact and semantic cache, skipping the provider when you can.
Enforce in real time. Budget caps, rate limits, and a kill switch. Nothing reroutes, throttles, or blocks unless your policy says so.
Proven outcomes. Cost down, p99 latency held, quality maintained, measured against your baseline, not assumed.

A lightweight inline proxy · a change in how your apps reach providers Add the Gateway

Cloud is deterministic. AI is probabilistic.

A database query costs the same every time. An AI prompt never does. We don’t just track your average spend; we model the whole shape of it, so you see the risk hiding in the tail before it becomes next month’s overage.

Your spend isn’t a number. It’s a shape.

A 10% error on a $10M AI budget is a million dollars. That’s the gap between managing with averages and managing with AgentNuro.

A dashboard collapses this whole curve into its average. But real cost lives in the long right tail, the runs that cost 5–10× the typical one. That tail is where budgets actually break.

Cost hides in the tail

A single call can swing 5 to 10 times around its average, and monthly means smooth over exactly the spikes that break budgets.

We model it, not average it

AgentNuro forecasts your real spend with confidence ranges, not a single number that’s wrong the moment traffic shifts.

It’s what makes Control smart

Predicting cost, latency, and quality before a request runs is what lets the Gateway route, cache, and cap in real time.

Discover. Attribute. Optimize. Govern.

The full loop across every provider, and each stage answers to someone who’s been asking for it.

Discover

Claude

ChatGPT

Gemini

Copilot

Sanctioned · 114 Shadow · 23

How does AgentNuro discover unsanctioned AI?

Find every AI tool, agent, subscription, and model, including the Shadow AI nobody registered, across usage, billing, and identity sources.

No more unknown AI footprint

Attribute

Spend by cost center$284,600

Legal ops38%

Customer support27%

Engineering24%

Unattributed11%

How does AgentNuro attribute AI cost?

Map every dollar to the project, agent, model, and task that spent it, and the team or cost center that owns it.

Chargeback that holds up

Optimize

Cost per 1M tokens−42%

Right-sizeCacheTrim context

How does AgentNuro optimize AI spend?

Right-size models, cache repeated work, and trim oversized context to cut spend without pulling capability from a single team.

Lower cost, same quality

Govern

One policyApplied across every provider

Budget cap · $40K / moOn

Rate limit · 600 rpmOn

Anomaly alertsOn

Runaway agentBlocked

How does AgentNuro govern AI usage?

Budgets, alerts, and anomaly detection in Insight; real-time caps, rate limits, and a kill switch in Control, one policy across every provider.

Accountable by design

Frequently asked questions

Not unless you choose to. AgentNuro Insight connects through your provider, billing, and identity APIs and is read-only; nothing in your applications changes. Control is opt-in, adding a lightweight inline gateway only when you’re ready to act automatically.

OpenAI, Claude, Gemini, Microsoft Copilot, AWS Bedrock, Google Vertex, and Azure AI Foundry.

Connect your providers in minutes, and your first AI spend map starts populating right away as usage, billing, and identity data sync in.

Chicago Innovation Award Winner 2025

Gartner SaaS Management Platform 2024, 2025 and 2026

Info-Tech SaaS Management Platform 2024, 2025 and 2026

FinOps Cost Management Products PEAK Matrix 2025

4.9 out of 5 Gartner Peer Insights: verified enterprise reviews

4.8 out of 5 G2: SaaS Management Platforms

See what your AI actually costs.

Get a complete map of your AI footprint and spend: read-only, and free.

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Connect your providers in minutes · nothing changes in your apps