Local AI Efficiency Platform

I need a locally-hosted AI automation platform whose single, clear purpose is to boost day-to-day business efficiency. The focus is on automating order-processing steps that currently slow us down and on intelligently handling the customer information those orders generate.

The core workflow I have in mind is simple: an order comes in, the platform captures the associated customer details from our database or front-end form, routes the data through an AI layer that validates, enriches, and formats it, then posts everything back into our ERP with minimal human input. The result should be faster turnaround, fewer manual touchpoints, and cleaner data.

You are free to choose a tech stack that makes sense—Python, Node.js, FastAPI, or similar server frameworks alongside an ML component such as spaCy, Hugging Face, or TensorFlow if required for data extraction or validation. What matters is that the solution runs on-premise, protects our customer information, and plugs into REST or ODBC endpoints we already expose.

Deliverables
• A fully deployable local platform (source + installation script)
• Clear setup and integration guide (readme or short video)
• Unit tests or sample datasets that prove automated order processing works end-to-end
• Brief hand-off session to walk us through the workflow and answer questions

Acceptance criteria
• New sales orders are ingested and populated in the ERP in under 30 seconds
• Customer information is validated against existing records with >95 % accuracy
• All interactions remain within our local network—no external API calls

If this aligns with your expertise in AI-driven process automation and secure data handling, let’s discuss how quickly you can prototype and iterate on the solution.