Every token, accounted for.
Full traces, per-user spend, routing decisions, tool usage and audit logs — stitched into one dashboard. Replay any agent decision, export to your SIEM.
Replay any agent decision.
Every request is a trace — policy checks, compression, routing decision, tool calls, model response — stitched together with latency and cost at each step.
| Step | Action | Detail | Latency | Tokens | Cost |
|---|---|---|---|---|---|
| 01 | policy check | rate.limit ✓ · cost.ceil ✓ | 0.8ms | — | — |
| 02 | compress | 4 transforms applied | 3.2ms | 4,096 → 1,925 · −53% | −$0.0076 |
| 03 | route | complexity 0.31 → economy | 2.1ms | — | — |
| 04 | Ggithub.pull | repo: cohesor/api · #482 | 142ms | 3,847 → 1,612 | $0.0011 |
| 05 | Mgmail.search | tool call" · max 5 | 89ms | 412 | $0.0003 |
| 06 | → model · llama-70b | final llm call | 92ms | 1,925 in · 412 out | $0.0015 |
The whole fleet,
on one screen.
Traffic over time, spend by model, top users, top tools — live dashboards that answer "what's happening right now?" without a query.
- ✓Traffic over time. Requests per second, per agent, per model — live and historical.
- ✓Spend by model. Which models are costing the most, and what routing is saving you.
- ✓Top users & tools. Who's spending, what they're calling, and where the waste is.
- ✓No queries needed. The dashboard is pre-built — just open it.
See why each request went where.
Every routing decision is logged with the complexity score, the threshold, the chosen model and the savings. No black box — just a decision log you can audit.
Every decision, on the record.
Policy decisions, tool calls, model selections — all logged with user, timestamp, arguments and cost. Stream to your SIEM in real time, or export for compliance.
Full request traces — policy, compress, route, tools, model — stitched at p50 41ms.
Spend, latency and quality per model — across every provider, in one view.
Audit logs stream to your SIEM in real time — no export step, no delay.
See every token. Replay any decision.
Full traces, live dashboards and audit logs — built in, no extra setup. Open the dashboard on day one.