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Your OpenAI token spend hides the waste. Cloudgov.ai finds it.
Read only and agentic. Connect your OpenAI organization once and let Cloudgov.ai turn model usage, per key attribution, prompt caching, and workload routing into continuous FinOps outcomes.
Waste identified across GPT-4o, GPT-4.1, embeddings, and inefficient prompt routing this quarter.
Every OpenAI request, continuously optimized
From model selection to prompt caching to workload routing. Cloudgov.ai's agentic AI reads your OpenAI usage, surfaces the wins, and executes with human in the loop guardrails.
Agents analyze every request to identify calls that would run just as well on GPT-4.1 mini, GPT-4o mini, or o4 mini. Route automatically based on task complexity, latency budget, and quality signals.
Detect repeatable prefixes across your workloads and route them to prompt caching for a 90% discount on cached input tokens. Set once, save continuously.
Every API key mapped to a team, product, or customer. TokenShield delivers real time cost per user, per feature, and per tenant, so finance can price and cap accurately.
Identify workloads that can tolerate 24 hour latency and route them to the Batch API for a 50% discount. AgentShield executes with your approval where it matters.
Learns your account's normal token consumption pattern per team, per key. Catches runaway loops, prompt injections, and forgotten integrations before end of month, not weeks later.
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.
Connect once. Optimize continuously.
Under 15 minutes to full read only access across your OpenAI organization. No prompt or response data ever leaves OpenAI.
Generate a read only Admin API key in your OpenAI organization. Cloudgov.ai reads only usage, cost, and key metadata. Never prompt or response content.
Assign the Admin API key to your Cloudgov.ai connector with usage and cost report scopes. Optional: route your workloads through TokenShield for real time governance.
Activate TokenShield for per key attribution and governance, and BillingShield to route OpenAI invoices through Cloudgov.ai for better terms.
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.
The OpenAI 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.
Route your OpenAI invoices through Cloudgov.ai. Unlock 2 to 5% back on every dollar and 30 day payment terms, no code changes.
Prompt caching, Batch API routing, and Priority Processing commitments managed per organization. Continuous coverage optimization and consumption forecasting.
Per key, per team, and per customer cost attribution across every OpenAI model. Token counting, request scoring, and workload routing with policy guardrails.
Unified visibility, allocation, and optimization across AWS, Azure, and GCP on the FOCUS spec. One view, one policy, one chargeback.
Real numbers, from real OpenAI environments
Illustrative, benchmark aligned ranges. Your results will vary by environment.
On rightsizing, commitments, and waste, guaranteed on qualified engagements.
Admin API key connects, usage reports sync, agents surface top routing wins automatically.
No writes to your accounts. Every action routed through your existing approval flow.
Ready to see your OpenAI spend in a way that finally makes sense?
15 minute demo, real numbers on your environment, no long term commitment.