AI for Manufacturing
AI on the plant floor — predictive maintenance, demand forecasting, agent-assisted operations.
Time-series anomaly detection that doesn’t cry wolf. LLM-narrated maintenance recommendations that plant engineers actually act on. Demand forecasts that survive contact with the weekly sales meeting.
Why now
Unplanned downtime now costs more than a maintenance budget. The data exists in SCADA and IoT Hub — what’s missing is the layer that turns it into decisions.
Three problems we solve in Manufacturing
Downtime > maintenance budget
Reactive maintenance is the most expensive maintenance. Predictive maintenance with closed-loop feedback loops changes the math.
Excel-based S&OP
Forecasts are stale within a week and never trusted. ML + LLM-narrated what-ifs rebuild trust in the number.
Procurement silos hide consolidation
Spend data is scattered. A procurement agent surfaces consolidation candidates without rebuilding the ERP.
PoCs we ship for Manufacturing
Each one comes with a fixed scope, fixed price, and a 90-day sustainment plan.
Predictive Maintenance Agent (Manufacturing)
Unplanned downtime on the line costs more in a quarter than the maintenance team’s entire annual budget.
Demand Forecasting Engine
Sales and operations planning runs on Excel — forecasts are stale within a week and never trusted.
Procurement & Vendor Intelligence Agent
Procurement can’t compare vendors, contracts, and pricing across siloed systems — consolidation opportunities go unseen.
Invoice & Receipt AI Extraction
AP teams hand-key thousands of invoices a month with errors and lag — month-end close drags by days.
Start with a 30-minute call
Tell us the regulator, the data shape, and the deadline. We’ll come back with a fixed-scope proposal in 5 working days.
Book a call