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Download the Agentic AI FinOps Guide

Transform Your FinOps Strategy with Agentic AI

How Agentic AI Is Redefining FinOps for the Multicloud Era

Your Claude token spend hides the waste. Cloudgov.ai finds it.

Read only and agentic. Connect your Anthropic workspace once and let Cloudgov.ai turn Claude API usage, prompt caching, extended thinking, and per workspace attribution into continuous FinOps outcomes.

Anthropic spend · Q3 sample
Before Optimized
−$0K 22.4%

Waste identified across Claude 4.5 Opus, Claude 4.5 Sonnet, extended thinking overuse, and uncached prefixes this quarter.

JUL AUG SEP OCT NOV
Claude 4.5 Opus −$92K
Claude 4.5 Sonnet −$48K
Claude 4.5 Haiku −$16K
Extended thinking −$22K
What Cloudgov.ai does for Anthropic

Every Claude request, continuously optimized

From model routing to prompt caching to extended thinking budgets. Cloudgov.ai's agentic AI reads your Anthropic usage, surfaces the wins, and executes with human in the loop guardrails.

Model rightsizing across Claude

Agents analyze every request to identify calls that would run just as well on Claude 4.5 Sonnet or Claude 4.5 Haiku. Route automatically based on task complexity, latency budget, and quality signals.

Prompt caching optimization

Detect repeatable prefixes across your workloads and route them to Anthropic's prompt caching for up to 90% discount on cached input tokens. Set once, save continuously.

Per workspace attribution

Every workspace and API key mapped to a team, product, or customer. TokenShield delivers real time cost per user, per feature, and per tenant.

Extended thinking budget controls

Cap extended thinking budgets per team or per workload. Prevent runaway reasoning loops from blowing the budget while keeping the reasoning capability where it matters.

Token anomaly detection

Learns your workspace's normal token consumption per team, per key. Catches runaway loops, tool call storms, and forgotten integrations before end of month, not weeks later.

Budgets and hard caps

Real time budgets per key, per team, or per customer. Soft alerts and hard caps that stop overage before it lands, without breaking production workflows.

How it works

Connect once. Optimize continuously.

Under 15 minutes to full read only access across your Anthropic workspace. No prompt or response data ever leaves Anthropic.

01
Create an admin API key

Generate a read only admin API key in your Anthropic Console. Cloudgov.ai reads only usage, cost, and key metadata. Never prompt or response content.

~5 min · Anthropic Console
02
Grant usage access

Assign the admin key to your Cloudgov.ai connector with usage and cost report scopes. Optional: route your workloads through TokenShield for real time governance.

~5 min · Cloudgov connector
03
Activate your Shields

Activate TokenShield for per workspace attribution and governance, and BillingShield to route Anthropic invoices through Cloudgov.ai for better terms.

~5 min · Cloudgov console
Built for enterprise trust

Read only. FOCUS native. Agentic, not just analytical.

Read only, always

Cloudgov.ai never writes to or mutates your AWS accounts. Actions land as tickets, IaC diffs, or approvals in your existing workflow.

FOCUS native

Ingests the FinOps Open Cost & Usage Spec directly. Add Azure, GCP, and OpenAI later without re modeling anything.

Agentic outcomes

Findings flow into policy, approvals, tickets, and chargeback. Not another dashboard. Real actions with real audit trails.

Shields that power your Anthropic spend

The Anthropic integration unlocks four Shields

Each Shield is an autonomous domain of FinOps outcomes. Turn them on independently, or run all four together for full AWS coverage.

Outcomes on Anthropic

Real numbers, from real Anthropic environments

Illustrative, benchmark aligned ranges. Your results will vary by environment.

20 to 30%
Anthropic bill reduction

On rightsizing, commitments, and waste, guaranteed on qualified engagements.

< 15 min
Time to first insight

Admin API key connects, usage reports sync, agents surface top model routing wins automatically.

100%
FOCUS native, read only

No writes to your accounts. Every action routed through your existing approval flow.

Ready to see your Anthropic spend in a way that finally makes sense?

15 minute demo, real numbers on your environment, no long term commitment.

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