AI solutions · Manufacturing
AI for manufacturing
Manufacturing AI lives or dies on the shop floor, not the dashboard. We build vision-based defect detection, predictive-maintenance models, and operator copilots that work in poor lighting, on cheap edge hardware, with no internet.
AI for manufacturing
Common questions · Manufacturing
What most people ask · answered before you have to.
What does AI solutions for Manufacturing include?
Manufacturing AI lives or dies on the shop floor, not the dashboard. We build vision-based defect detection, predictive-maintenance models, and operator copilots that work in poor lighting, on cheap edge hardware, with no internet.
What's a common AI solutions use case in Manufacturing?
Typical engagements include: Vision QC on the line (PLC + camera + edge inference); Predictive maintenance from PLC + vibration data. Every build ships with an eval gate, observability, and a 30-day hyper-care window.
What compliance and risk does Manufacturing add?
NIS2, IEC 62443, EU Digital Product Passport and CSRD reporting all stack on top of legacy OT. We segment IT from OT, instrument the PLC layer, and ship the audit-evidence pack so the regulator sees compliance, not promises.