Named builds. Real numbers.
Four delivered systems, each scoped, priced and shipped in under a week. Disclosure: outcomes are reported from client-side tracking and quotes are shared with permission.
RAG pipeline observability
“We now see pipeline health before users do.”
Problem
Obsyn’s RAG pipeline had silent failures: embedding drift and latency spikes were not caught until users complained. There was no centralized telemetry or alerting.
What we built
A 12-node pipeline in two chains. The watch chain samples telemetry every 15 minutes, flags drift above 0.08, p95 above 1200ms or error rates above 1%, logs to the database, archives to Sheets and alerts Slack with a cooldown to stop storms. The report chain sends a daily 8am rollup of the last 24 hours of metrics to the team inbox.
Stack
Results
- 2 silent failures caught in the first week
- Mean time to detect down to under 15 minutes
- Daily rollup saved 4 hours/week of manual reporting
Your process, this well documented.
Free audit, fixed quote in 48 hours, delivered build in weeks.
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