AVIA · Telemetry
Observability is the key to optimization.
Capture every run, skill call, and evaluation in production — then turn that signal into the changes that make your AI better.
How it works
Run. Observe. Evaluate. Improve.
A continuous optimization loop: every production run is observed, evaluated against your metrics, and fed back into the next iteration.
Capabilities
Built for teams shipping AI in production.
Runtime tracing
Trace agents, skills, and MCP calls end to end, with full context on every step.
Continuous evaluation
Score live behavior against your own metrics, not generic benchmarks.
Closed-loop feedback
Findings flow back to data and models so each release improves on the last.
100%
Runs observable
Live
Evaluation in production
↺
Feedback closes the loop
BYO
Metrics & models
In practice
Where it earns its keep.
Agent & skill debugging
Trace exactly what an agent did, step by step, when something goes wrong.
Production evaluation
Score live behavior against your own metrics and catch regressions early.
Cost & latency tuning
See where time and tokens go, then optimize the paths that matter.
FAQ
Questions, answered.
Agents, skills, tool and MCP calls — end to end, with full context on every step.
See what your AI is actually doing.
AVIA Telemetry turns production signal into your next improvement.