StartupIndiaOur Product
CRAG Monitor
Corrective RAG Evaluation & Retrieval Monitor
https://crag-monitor.web.app
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Client
CRAG Monitor
Industry
Startup
Location
India
Service Type
Corrective RAG Evaluation & Retrieval Monitor
Status
Live
Revisions Used
2 Rounds
Stack:ReactPythonTailwind CSSFirebase Hosting
The Challenge
AI engineers lack visual telemetry to monitor retrieval accuracy in RAG systems.
Engagement Origin
How We Started
In-house developer tooling created by ProgVision.
Key Requirements
Retrieval scoring telemetry
Visual document ranker
Log inspection
What We Delivered
Deliverable 1
Diagnostic dashboard
Deliverable 2
API metrics logger
Deliverable 3
Firebase hosting
Engineering Timeline
1
Telemetry Design
Created metrics for document recall and precision.
2
Frontend Dashboard
Built visual graph and score cards.
3
Hosting Setup
Deployed to Firebase.
Refinement & Launch Handover
Client Sign-Off & Knowledge Transfer
Completed in 2 structured revision rounds. What was handed over:
- Dashboard source
- Configuration guide
Real Production Outcome
- Used internally for assessing AI agent retrieval precision.