Example 03 · Automation · Operations
Automation Platform
This is a sample approach showing how MOKRIN would tackle this type of project. It does not describe a specific client engagement.
Problem
Back-office processes depend on copying data between systems, reading documents, and chasing approvals over email.
- Many systems with inconsistent APIs
- Unstructured documents as the main input
- Exceptions needed fast human attention
Solution
An event-driven automation layer that connects existing tools, extracts data from documents with AI, and routes exceptions to people.
- Integration hub with retries, idempotency, and monitoring
- AI document extraction with confidence thresholds
- Realtime exception queue for operators
Technology
- Node.js
- Python
- REST
- WebSockets
- PostgreSQL
- Cloudflare
Result
Target outcome: fewer manual hand-offs and a clear audit trail for every automated step.
Measured results will be published once a project can be shared.
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