Only your data. Only your A.I. Answers, only yours.

Closed-loop AI for regulated manufacturing

Ask your plant. Trust the answer. Every step traced to source. Your environment. Your rules.

Connects every source

Historian, MES, ERP, quality, SCADA. Read-only.

Structures your knowledge

SOPs, SDSs, recipes, specs — as context, not documents.

Delivers it at the right time

To any agent, any model, inside your environment.

Traces every claim

Provenance built in, not bolted on.

What you get when context is right.

Root cause analysis in minutes, with evidence attached
Answers to questions that used to take days
Deviations investigated across every system
Knowledge that stays when people move on

How we work

Your environment. Your systems. Our engineers, embedded with your team — the software comes with the people who built it. We stay until your team is getting answers.

01 — Deploy

In your environment. Read-only connections. Nothing moves.

02 — Connect

We link your data sources and sort the data so the answers are right.

03 — Ask

Your team asks questions in plain language. Every answer traced to source.

04 — Iterate

Together, on real data, until it delivers.

Looking for manufacturing partners.

We partner with manufacturers who want to cut investigation time from days to minutes, stop losing knowledge when people leave, and make decisions on evidence — not guesswork. Your environment. Your systems. Our engineers embedded in your team — and we stay until it's delivering.

Industries: Pharmaceutical, Biotech, Medical Devices, Food & Beverage, Chemicals

Let's Build Together