AI automation services

A fixed-fee engagement where I map your operations, identify your top three bottlenecks, and deliver a practical automation roadmap with priorities and rough effort estimates. You can hand the roadmap to anyone — though most clients have me build it.

You get: a bottleneck analysis, an automation roadmap, and a clear recommendation on what to fix first.

End-to-end automation builds. Incoming orders, emails, documents, and messages get read, structured, and routed into your tools automatically — event-driven or scheduled, with humans only handling the exceptions.

Typical builds: order intake automation, document and email processing into structured data, multi-tool workflows replaced by a single automated pipeline.

Most AI assistants are sealed off from the systems where your work actually lives. I build custom MCP (Model Context Protocol) servers that expose your tools, databases, and ERP to AI safely — so an assistant can look up a customer, create a record, or check inventory instead of just chatting about it.

This is a young specialty, and I've been building in it since early on. Few engineers offer it as a focused service.

I've administered Odoo for a real organization, reconfigured its workflows around how the business actually operates, and built custom modules for processes standard Odoo doesn't cover.

The signature package: AI inside your ERP. Agents that read and write Odoo records through MCP — automated order intake, AI-assisted HR workflows, intelligent data entry. Almost nobody does both in one system.

I build retrieval systems over your documents — manuals, policies, SOPs, past projects — so your team can ask questions in plain language and get accurate answers with sources.

Built on vector databases and embedding pipelines, deployed privately for your company.

When off-the-shelf tools won't do it, I design and build custom backends and applications in Python and FastAPI — usually as the foundation underneath one of the automation services above.