# FabricRecon

> AI-powered reconnaissance and reconciliation for Microsoft Fabric data estates. Built by Datachain Consulting.

FabricRecon discovers data domains, dispatches probes, reconciles records through AI agent pools, and synthesises findings into a unified data map. It is designed for Microsoft Fabric teams that need to understand where data lives, how entities relate, which records conflict, and what evidence supports each reconciliation decision.

## Key facts

- Product: FabricRecon
- Category: Data discovery, reconnaissance, and reconciliation software
- Platform: Microsoft Fabric native workload
- Publisher: Datachain Consulting Pty Ltd (Sydney, Australia)
- Contact: michael@datachainconsulting.com
- Website: https://fabricrecon.com
- Live app: https://salmon-river-0657d3700.7.azurestaticapps.net
- API base: https://fabricrecon-api.azurewebsites.net

## Core capabilities

- Domain Scanning
- Probe Runner
- Agent Pool Manager
- Orchestrator
- Synthesis into a unified data map
- Azure AI Foundry GPT-4o reasoning support

## Links

- Home: https://fabricrecon.com/
- Documentation: https://fabricrecon.com/docs
- Datachain Consulting: https://datachainconsulting.com

## Typical workflow

1. Scan domains to discover assets, schemas, ownership, lineage hints, and quality signals.
2. Dispatch targeted probes that test freshness, duplicate keys, semantic overlap, and reconciliation readiness.
3. Reconcile candidate matches through specialist agent pools with confidence scores and evidence.
4. Synthesise findings into a unified map showing trusted relationships, unresolved conflicts, and recommended next actions.

## Workload items

- Recon Job: runs estate scans and queues follow-up probes.
- Setup Job: configures API endpoints, domains, probe playbooks, confidence thresholds, and agent pools.
- Synthesis: publishes evidence-backed maps and reconciliation findings.