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Start free evaluation →Case study · Platform / SRE
From SDK emit to Command Centre response
Instrumentation → tenant-scoped ingest → situation view → governed action for a production agent runtime.
How to read this case study
This is a composite reference scenario based on how PUVINoise is designed to be used. It is written for buyer trust and fit evaluation — not as an attributed win story with fabricated percentages.
Challenge
Platform / SRE
The team had green uptime dashboards but could not answer what agents decided, which tools they chose, or who should own recovery when behaviour drifted.
Approach
Instrumentation · signals · governance
Install puvinoise-sdk, set tenant and OTLP configuration, wrap runs with run_with_trace, and optionally emit decision telemetry (intent, tool candidates, confidence). Traces land with tenant.id and service.name.
Operator view
What teams see in PUVINoise
Operators open Command Centre to see what is running, what changed, and what needs intervention. Runtime Case workflows carry execution context — who acted, under which policy, in which tenant.
Outcomes to expect in evaluation
Qualitative outcomes you can validate on your own fleet — not invented ROI claims.
Trusted first ingest under the correct tenant before fleet-wide rollout
Shared situation picture across engineering, SRE, and agent ops
Recovery actions tied to policy and audit, with human override
Behaviour signals — not only uptime — drive the next operational step
Next
Continue
Command Centre on Product
Related product or industry surface.
Command Centre on Product →Benchmarks
How we suggest you measure Behaviour Runtime Intelligence in evaluation.
View benchmarks →Map this scenario to your fleet
Bring your topology and tenancy model — walk the same path in a free evaluation or a guided demo.