Arka AI Labs
The evidence layer for enterprise AI. Prove why every agent acted.
Arka AI is the evidence layer for enterprise AI. It proves why every agent acted. It proves why every model request was allowed, denied, or routed elsewhere. Security, risk, and platform teams get one system of record for AI decisions.
Each record links a caller to a policy result and a route choice. It also captures spend context, storage posture, and a replayable trace. Teams keep audit-ready evidence across OpenAI-compatible APIs. The same evidence layer covers model providers, private endpoints, governed MCP tools, and enterprise agent workflows.
What Arka AI records
- Caller identity, workspace, key owner, and model alias.
- Policy checks, spend checks, route selection, and denied options.
- Agent tool calls, approval gates, loop budgets, and sensitive-tool outcomes.
- Provider used, fallback reason, cost signal, storage mode, and trace ID.
Why teams use Arka AI
Arka AI helps regulated teams explain what AI did. It shows why a request was allowed. It shows what alternatives were denied. It shows where traffic went. It shows what evidence exists. The same evidence supports audit, incident review, cost review, and compliance work.
Explore the Arka AI evidence layer
Each area below shows how Arka AI proves what enterprise AI did and why each agent acted.
- Workload-aware AI routing with policy evidence
- AI policy checks with request evidence
- AI spend control that proves savings
- AI evidence ledger for request decisions
- Model coverage governed by enterprise policy
- OpenAI-compatible API for governed AI traffic
- About Arka AI Labs
- Frequently asked questions