Predict one defect or failure. Your data never leaves your plant.
One 30-minute working session on your own hardware. Within 48 hours you have the top 3 drivers of your scrap or downtime and a model accuracy score measured on held-out data. There is no fee for the assessment.
30-minute session · findings within 48 hoursNo data leaves your networkAir-gap capable
Best fit: plants with 6+ months of process, quality, or maintenance history in any CSV or Excel export.
Action Center
Use model metrics and feature importance to decide what to investigate next.
This model has a low R² score (0.01) on the held-out set, so its predictions should be treated as exploratory rather than prescriptive.
The Action Center from a live session, including the integrity check that flags a weak model instead of overselling it.
Interactive: tap the sidebar to switch screens
A concrete result, not a slide deck.
Your top 3 drivers, identified
We surface what is actually driving your scrap or failures, ranked by impact, from your own data.
A real accuracy score
A model trained on your data, with a plain-English read on how far you can trust its predictions.
Proof it stays on-prem
You watch it run inside your own network. Nothing is uploaded, ever: air-gap capable by design.
Three steps, one working session, findings in 48 hours.
Book a 30-minute slot
Pick a time and tell us your main problem: scrap, downtime, or a process you want to predict.
We run one dataset locally
Runs on your hardware while we guide over a screen-share. Nothing is uploaded and no remote access is required.
Findings within 48 hours
The top drivers, an accuracy score, and a clear go / no-go read on a paid pilot.
Already in production at a Fortune 100 manufacturer on an air-gapped network, under NDA. Built for IP-sensitive and regulated plants, ITAR and CMMC-friendly.
See what's predictable in your data.
The assessment is free, and everything runs on your hardware. If it is not worth a pilot, we will tell you.
Booking takes two minutes. No payment details and no software install required.