Blog posts
Events
Cloudgov University
Your Gemini token spend hides the waste. Cloudgov.ai finds it.
Read only and agentic. Connect your Google AI Studio or Vertex AI project once and let Cloudgov.ai turn Gemini usage, context caching, per project attribution, and workload routing into continuous FinOps outcomes.
Waste identified across Gemini 2.5 Pro, Gemini 2.5 Flash, uncached long context, and Imagen usage this quarter.
Every Gemini request, continuously optimized
From model routing to context caching to per project attribution. Cloudgov.ai's agentic AI reads your Gemini 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 Gemini 2.5 Flash or Gemini 2.5 Flash Lite. Route automatically based on task complexity, latency budget, and quality signals.
Detect repeatable prefixes across your workloads and route them to Gemini's context caching for material discount on cached input tokens. Set once, save continuously.
Every Vertex AI project and API key mapped to a team, product, or customer. TokenShield delivers real time cost per user, per feature, and per tenant.
Identify workloads that can tolerate longer latency and route them to Batch Prediction for a 50% discount. AgentShield executes with your approval where it matters.
Learns your project's normal token consumption per team, per key. Catches runaway loops, tool call storms, 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 Google AI or Vertex AI usage. No prompt or response data ever leaves Google Cloud.
Create a read only service account with aiplatform.viewer and billing.viewer roles. Cloudgov.ai reads only usage, cost, and metadata. Never prompt or response content.
Enable Cloud Billing export to BigQuery, or share your existing dataset read only. Optional: route your workloads through TokenShield for real time governance.
Activate TokenShield for per project attribution and governance, and BillingShield to route Google Cloud 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 Gemini 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 Google Cloud AI invoices through Cloudgov.ai. Unlock 2 to 5% back on every dollar and 30 day payment terms, no code changes.
Context caching, Batch Prediction, and Provisioned Throughput commitments managed per project. Continuous coverage optimization and consumption forecasting.
Per project, per team, and per customer cost attribution across every Gemini 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 Gemini environments
Illustrative, benchmark aligned ranges. Your results will vary by environment.
On rightsizing, commitments, and waste, guaranteed on qualified engagements.
Service account connects, billing export syncs, agents surface top model routing wins automatically.
No writes to your accounts. Every action routed through your existing approval flow.
Ready to see your Gemini spend in a way that finally makes sense?
15 minute demo, real numbers on your environment, no long term commitment.