Blog
From the field
What we're learning building AI systems for companies that make real things.
NetSuite Alternatives for Manufacturers Who Want to Own Their Software
A working comparison of NetSuite alternatives for small and mid-market manufacturers. Cost, lock-in, on-prem options, and the path most lists miss.
Read →Can I Build My Own ERP? What the Answer Looks Like in 2026
The honest answer for a mid-market manufacturer: cost, timeline, staffing, when a custom ERP wins, when it fails, and what the hybrid path delivers.
Read →Manufacturing Data Sovereignty: What It Actually Means, and Why NetSuite Isn't It
For manufacturers, data sovereignty means 4 things: residency, ownership, portability, extensibility. Big ERP fails all four. Here is what passing looks like.
Read →RAG for Manufacturing: A Knowledge Base Your Shop Floor Can Actually Use
RAG for manufacturers is not another generic chatbot. What to ingest, what to skip, how to deploy it on your infrastructure, and how to trust the answers.
Read →Quality Substrates for AS9100 Shops: Turn Audit Prep from Weeks Into Hours
An AS9100 quality manager spends 3 weeks per audit hunting evidence across SharePoint, the QMS, and email. A quality substrate cuts that to hours.
Read →Why Manufacturing AI Projects Stall (and the State Layer That Lets Them Ship)
CNC shops and fabricators carry deep state in BOMs, routings, and AS9100 evidence. Stateless LLMs cannot reason against it. The fix is a substrate.
Read →Why Your Manufacturing Floor Still Runs on Spreadsheets
A third of manufacturers still manage production data in spreadsheets. Here's why. And what the path out actually looks like.
Read →