quadevs
Case / Healthcare · agents

Clinical document watcher

Fleet of .NET clinical document watcher agents running unattended at provider endpoints. Each agent detects signed documents, OCRs where needed, and pushes to a central store with chain-of-custody hashing. Buffers locally on outage and resumes without duplicates.

.NET · OCR · S3 · audit log

What is a clinical document watcher?

A clinical document watcher is a file-system agent that detects, classifies, and routes signed medical documents from provider endpoints into a central store without manual upload. It runs unattended, OCRs where needed, hashes for chain of custody, and resumes cleanly after an outage.

The problem

Provider endpoints across many sites generated signed clinical documents that needed to land in a central store with chain-of-custody logging. The legacy approach scheduled FTP polls and manual uploads; documents were lost, duplicated, or arrived without provenance. There was no self-healing when an endpoint went offline. Compliance review surfaced the gap, and the team needed a fix that did not require staff at every endpoint.

The approach

We built a fleet of .NET file-system watchers running unattended at every endpoint. Each watcher detects new signed documents, classifies them, OCRs where needed, and pushes to a central store with cryptographic chain-of-custody logging. When the network or central store is unavailable, the agent buffers locally with checkpoint markers; when it recovers, it resumes without duplicates. Diagnostics ship from each agent to a central monitor so ops sees the fleet state without polling each site.

Stack and engineering choices

  • .NET FileSystemWatcher agents
  • OCR fallback for scanned docs
  • S3-style central object store
  • Chain-of-custody hashing
  • Checkpoint-based resume
  • Self-healing on outage
  • Per-agent diagnostics

Outcome

Documents arrive at the central store in near-real-time with provable provenance. Endpoint outages no longer cause data loss; recovery is automatic when the network returns. The ops team monitors the agent fleet from one dashboard instead of polling each site, and chain-of-custody questions resolve from the audit log without forensics.

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