Manufacturing
Industry 4.0 analytics and automation for global manufacturers.
We integrate MES, ERP, and IoT to give plants real-time visibility into OEE, quality, and supply chain — with predictive maintenance where it moves the needle.
What manufacturing leaders wrestle with
Machine data trapped locally
SCADA and MES data never leaves the plant.
Reactive maintenance
Unplanned downtime cascades into missed shipments.
Manual quality tracking
Paper and spreadsheets slow root-cause analysis.
Supply chain volatility
Demand swings expose brittle planning processes.
How we deliver in manufacturing
Unified plant data platform
MES + ERP + IoT in a governed lakehouse.
Predictive maintenance
ML on vibration, temperature, and cycle data.
OEE + quality dashboards
Real-time by line, shift, product, and operator.
Demand + inventory analytics
Forecast, replenishment, and safety-stock optimization.
Best-in-class stack for your industry
Manufacturing outcomes we're proud of
Global auto supplier lifts OEE 9 points
Real-time OEE and predictive maintenance across 12 plants.
CPG manufacturer cuts changeover time 30%
Data-driven SMED program guided by shift-level analytics.
Electronics OEM slashes scrap 25%
Root-cause analytics tied to line, shift, and supplier lot.
What clients say
"We now know within minutes when a line is drifting — before it becomes scrap."
"Predictive maintenance paid back inside the first quarter."
Services powering these outcomes
Common questions
Other industries we serve
Bring data leadership to your manufacturing organization
Tell us about your priorities and a senior consultant will respond within one business day.