Readout Instrumentation Audit
We review event coverage, assignment logging, exposure windows, and metric pipelines feeding your readout views. The deliverable is a prioritized fix list with owners so the next experiment readout can be trusted.
Typical duration: 2–4 weeks. Final fees depend on data access, product complexity, and workshop needs. No checkout on this site—request a scoped proposal.
- Assignment and exposure review
- Metric pipeline health check
- Sample ratio diagnostics
- Prioritized remediation plan