What we're thinking, building and learning about the work worth gold that lives in a single head.
June 02, 2026 · Industrial quality
Most nonconformities "close" in the QMS with the cause intact — the corrective action became text, the effectiveness check never happened. Why recurrence escapes the green indicator, and what changes when the cause stops living in the memory of whoever was in the meeting.
Read articleJune 01, 2026 · Compliance
LGPD, ISO 9001, and FDA Part 11 don't negotiate audit trails — they demand them. Why the permanent record of who-asked-what-when-with-what-permission must be a foundation, not a feature.
Read articleJune 01, 2026 · Interoperability
The most common question from people who have never used it. The answer is no — you talk through the tool you already use (Teams, Slack, your own system or WhatsApp), and Kris talks to the quality system, the ERP and the spreadsheet underneath. How is that possible? It is what I have done for 19 years, in hospitals, where interoperability cannot fail.
Read articleJune 01, 2026 · Demo
The channel already exists — WhatsApp, Teams, Slack, a tablet on the bench. The AI engine is the same. And the real action happens inside the ERP, with the permission of whoever confirmed it.
Read articleJune 01, 2026 · Industrial quality
The secret every quality department keeps — forms filled the night before the audit, evidence rebuilt from memory. Why a QMS copilot speeds up writing but doesn't fix the problem, and what changes when AI captures data at the source.
Read articleJune 01, 2026 · Mechanism
Industrial work fails in two modes — what goes wrong and what fails to happen. The second is what records-based software never catches. And it's what wrecks operations the most.
Read articleJune 01, 2026 · Mechanism
Why a field validator doesn't catch the error that matters — and what changes when the senior specialist's judgment is at every workstation, the moment the number is entered.
Read articleJune 01, 2026 · Digital sovereignty
Personal data and trade secrets don't negotiate with latency. Why sovereign on-prem and dedicated-instance SaaS are the two valid models for AI applied to industrial operations — and why both are recurring, not a one-time sale.
Read articleMay 19, 2026 · Industrial operations
Why industrial software records but doesn't scale — and what changes when you put a senior specialist at every workstation, at the same time.
Read articleMay 19, 2026 · Category
CMMS, QMS, ERP, MES — all sophisticated filing systems. But operations keep stumbling at the same point, because recording is a different category from executing. Where applied AI opens a new category of industrial software.
Read articleMay 19, 2026 · Mechanism
Why assembling an industrial technical proposal is the work that consumes the scarcest judgment — and what changes when AI applies your house standard in minutes, and the senior person shifts from executing to reviewing.
Read article