Blog posts
Events
Cloudgov University
Your DeepSeek token spend hides the waste. Cloudgov.ai finds it.
Read only and agentic. Connect your DeepSeek account once and let Cloudgov.ai turn API usage, per key attribution, prompt caching, and workload routing into continuous FinOps outcomes.
Waste identified across DeepSeek Chat, DeepSeek Reasoner, uncached prefixes, and off peak routing opportunities this quarter.
Every DeepSeek request, continuously optimized
From model routing to prompt caching to off peak scheduling. Cloudgov.ai's agentic AI reads your DeepSeek 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 DeepSeek Chat instead of DeepSeek Reasoner. Route automatically based on task complexity and quality signals.
Detect repeatable prefixes across your workloads and route them to DeepSeek's prompt caching for meaningful discount on cached input tokens.
Identify workloads that can run on DeepSeek's off peak pricing window for up to 50% discount. AgentShield schedules recurring workloads automatically.
Every API key mapped to a team, product, or customer. TokenShield delivers real time cost per user, per feature, and per tenant.
Learns your account's normal token consumption per team, per key. Catches runaway loops, tool call storms, and forgotten integrations before end of month.
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 DeepSeek account. No prompt or response data ever leaves DeepSeek.
Create a read only API key in your DeepSeek platform account. Cloudgov.ai reads only usage, cost, and key metadata. Never prompt or response content.
Assign the 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 DeepSeek 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 DeepSeek 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 DeepSeek invoices through Cloudgov.ai. Unlock 2 to 5% back on every dollar and 30 day payment terms, no code changes.
Prompt caching and off peak scheduling managed per account. Continuous coverage optimization and consumption forecasting.
Per key, per team, and per customer cost attribution across every DeepSeek 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 DeepSeek environments
Illustrative, benchmark aligned ranges. Your results will vary by environment.
On rightsizing, commitments, and waste, guaranteed on qualified engagements.
API key connects, usage reports sync, agents surface top model routing wins automatically.
No writes to your accounts. Every action routed through your existing approval flow.
Ready to see your DeepSeek spend in a way that finally makes sense?
15 minute demo, real numbers on your environment, no long term commitment.