Production monitoring
Aggregate machine data, OEE, downtime events, and shift logs into a real-time view that flags bottlenecks and throughput risks before they impact the schedule.
Industry Solutions / Manufacturing
Production intelligence that keeps pace with the line.
We build internal AI products for manufacturers — from automotive and robotics to industrial automation and components. Turn production data, supply chain signals, quality records, and maintenance logs into one operating workflow that surfaces problems before they stop the line.
From raw materials to shipped product
- 01Production monitoring
- 02Quality intelligence
- 03Predictive maintenance
- 04Supply chain visibility
- 05Workforce coordination
- 06Continuous improvement
Where work gets stuck
Critical workflows deserve more than another generic tool.
We begin with the operating reality, then design the product around the people, decisions, rules, and evidence already in the work.
Quality intelligence
Correlate defect data, inspection records, supplier batches, and machine conditions to identify root causes and reduce scrap and rework.
Predictive maintenance
Analyze equipment sensor data, service history, and failure patterns to schedule maintenance before unplanned downtime occurs.
Supply chain visibility
Connect supplier lead times, inventory levels, production schedules, and demand forecasts to predict shortages and optimize reorder points.
Workforce coordination
Match skills, certifications, and availability to shift requirements — and surface training gaps before they create quality or safety risks.
Continuous improvement
Capture operator knowledge, kaizen findings, and process changes in an AI system that makes institutional learning available across every shift and every plant.
What we can build
One internal product, assembled around your operation.
Not a standard product you have to work around. A focused operating layer that can connect the tools and data you already use.
Built withPlant managers, COOs, VP of Operations, VP of Quality, and digital manufacturing leaders
Production command center
Real-time dashboard across every line, shift, and plant — OEE, throughput, downtime reasons, and exception alerts in one view.
Quality root-cause agent
AI-powered analysis that connects defect data to machine conditions, supplier batches, and operator shifts to surface the most likely cause.
Predictive maintenance engine
Sensor data and service history analyzed continuously to predict failures and recommend intervention before unplanned downtime.
Supply chain predictor
Lead time, inventory, and demand signals unified to forecast shortages weeks ahead and recommend mitigation actions.
Workforce scheduler
Skills-based shift assignment with certification tracking, training gap alerts, and overtime optimization.
Knowledge preservation system
Operator expertise, troubleshooting playbooks, and process improvements captured in an AI system accessible to every worker on every shift.
Evidence, not promises
Measurable impact for Manufacturing.
These are deployment results and study findings, not forecasts for your business. We use them to establish plausibility, then model your ROI from your own volume, time, labor cost, error rate, and throughput.
reduction in unplanned downtime
Predictive maintenance from sensor data and failure pattern analysis across automotive and robotics production lines.
McKinsey manufacturing report ↗annual cost savings
Reduced scrap, rework, and downtime at mid-market manufacturing scale through AI-driven quality and maintenance.
Evergence deploymentsimproved OEE
Real-time bottleneck detection and automated shift coordination increases overall equipment effectiveness.
BCG manufacturing study ↗faster quality root-cause
AI correlates defects to machine conditions, supplier batches, and operator shifts in minutes instead of days.
Evergence deploymentsThe scorecard
Measure the product against operating outcomes.
- Less unplanned downtime
- Higher first-pass yield
- Faster quality root-cause analysis
- Institutional knowledge preserved across shifts and plants
Related Product
PROME — AI for Automotive & Robotics Manufacturing
PROME is our AI platform built specifically for automotive and robotics manufacturers. It connects production data, quality systems, and supply chain signals into a unified intelligence layer that helps plant teams make faster, better decisions.
Visit PROME.ai →More Industry Solutions
Built for other operationally complex teams.
Start small. Prove value. Expand.
Show us one expensive workflow.
We’ll show you the internal AI product that can simplify it.
Start the conversation →