What we build
AI and software for manufacturers, built on what you already run
We are not selling you a platform. Every engagement builds something specific on top of the systems you already have, deployed into your accounts, documented, and yours to keep. You are not forming your business around another vendor's software again.
Not sure which one you need? Start at the top. That page is written for exactly that.
Capabilities
Pick the problem
Roughly the order most manufacturers go in. Most start with one and add the next once it is running.
AI for manufacturers
A guided way into AI for small and mid-sized manufacturers. We start with what is already costing you, prove it, then build from there at your pace.
- Start with one real problem
- Live in 2 to 4 weeks
- You own it
Data foundations for AI
Getting your data into a shape AI can actually use. The unglamorous part that decides whether everything after it works.
- ERP plus spreadsheets
- Kept current on its own
- Your infrastructure
MCP servers for ERP
A safe, scoped connection between your ERP and Claude, ChatGPT, or Copilot, so your team can ask questions in plain English and get answers from live data.
- Read only by default
- Scoped per user
- Every request logged
AI chatbots for manufacturing
A chatbot grounded in your ERP data and your own documents, so it answers from your reality instead of the internet.
- Live ERP data
- Your documents
- Cited sources
Manufacturing dashboards
Live dashboards built from your ERP and the spreadsheets beside it. One set of numbers, on a wall screen and a phone.
- Wall screen and phone
- Refreshes on its own
- ERP plus spreadsheets
Systems
Built on the ERP you already run
We do not replace your system of record. These are the systems we work in most often.
Let's talk
Not sure which one you need?
That is what the first call is for. Thirty minutes, no pitch. You describe where the work piles up and we tell you what we would build first.