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AgentNuro · Read-only tier
AgentNuro Insight: read‑only AI spend visibility, nothing changes in your apps
AgentNuro Insight connects through your provider, billing, and identity APIs to map AI usage and spend across the organization, with no change to your applications.
across 7 providers · sample data, for illustration only
Unattributed spend
22%
Top model
GPT-4o
Providers
How does read‑only AI visibility work?
01
Provider APIs
Billing APIs
Identity APIs
Read-only
Insight
Connect
Authorize read-only access to your provider, billing, and identity APIs. No agents, no SDKs, no code to ship.
02
Attributed byTeamModelAgent
Engineering$86.4K
Product$54.2K
Support$29.8K
Marketing$14.2K
See
Insight automatically correlates usage and spend across providers and populates your dashboard, attributed by team, model, and agent. Nothing sits in the request path and no application code changes.
What data sources does Insight connect to?
OpenAIUsage & billing API
ClaudeAnthropic Console API
GeminiGoogle AI billing export
CopilotMicrosoft 365 admin API
BedrockAWS Cost Explorer
VertexGCP billing export
Azure AI FoundryAzure Cost Management
What can Insight show in the first 24 hours?
Spend allocated to the people, teams, and models actually driving it, without you doing any manual tagging first.
Spend by team
Engineering$86,400
Product$54,200
Support$29,800
Marketing$14,200
Illustrative sample data, shown for layout only.
Unattributed spend
22%of total AI spend not yet tied to a team or project
Cost by model
GPT-4o$71,300
Claude$58,900
Gemini$24,700
Illustrative sample data, shown for layout only.
When should I move from Insight to Control?
Move once Insight has told you what to fix and you need it enforced automatically instead of actioned by hand. If you’re still mapping spend and attributing it correctly, stay on Insight. Adding enforcement before the map is trustworthy just automates mistakes.
Stay on Insight while…
You’re still finding unattributed or shadow AI spend
Teams are reviewing recommendations manually before acting
You need buy-in from finance or security before anything enforces automatically
You want zero latency and zero blast radius while you build trust in the data
Yes. Insight reads usage and spend through provider, billing, and identity APIs you already have. There is nothing to install in your applications and no proxy sits in the request path.
No. Insight never intercepts or reroutes a live AI request. It reads billing, usage, and identity data on a schedule, which is why connecting it carries no latency or reliability risk.
Connections use read-only, least-privilege credentials scoped to usage and billing endpoints. AgentNuro is SOC 2 compliant, with independently audited controls covering access, data handling, and monitoring.
Yes. Control is built on the same connections and data model Insight already established, so moving from visibility to enforcement does not require a new integration.
See every AI dollar. Then control it.
Connect read-only in minutes. No credit card, no code changes.
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