Problems We Solve
Manufacturers lose millions each year to inefficiency, defects, and unplanned outages. We target the biggest cost drivers and design systems that eliminate them.
Unplanned Downtime
A single machine failure can stop entire lines and disrupt delivery schedules. We build predictive maintenance models that analyze sensor and IoT data to flag failures before they occur, cutting downtime and repair costs.
Defect escapes
Quality issues missed by manual checks slip into shipments, leading to rework, recalls, and warranty claims. Our computer vision systems inspect every unit in real time, catching defects early and reducing scrap rates.
Excess Resource Use
Inefficient processes waste energy and raw materials, eating into margins and undermining sustainability goals. We develop AI models that optimize energy usage and material flow, lowering costs and supporting compliance targets.
Slow, error-prone workflows
Operators lose time with repetitive tasks and outdated systems, leading to errors and lost efficiency. AI assistants guide operators with SOPs, anomaly alerts, and real-time instructions, improving safety and productivity.
Our Process
What you can achieve with us
We don’t deliver experiments — we ship production AI tied to measurable performance improvements.
Automated quality inspection
Computer vision that spots defects as they happen. Fewer recalls, lower scrap rates, stronger customer trust.
Predictive maintenance
Models that detect early failure signals in IoT and sensor data. Less downtime, lower repair costs, extended asset life.
Production optimization
Analytics that balance throughput and smooth bottlenecks. Higher OEE and increased capacity without new equipment.
Operator assistance
AI agents that deliver SOPs, anomaly alerts, and real-time guidance. Safer shop floors, faster training, fewer human errors.
Why manufacturers hire us
We know how to build AI that works in regulated, mission-critical environments. Every engagement is structured to deliver ROI, integrate with factory systems, and leave you with full ownership.
- Proven ROI – Projects aligned to KPIs like downtime reduction, throughput, and scrap.
- Integration-ready – Connects with MES, SCADA, ERP, and IoT platforms.
- Flexible deployment – Cloud, edge, or on-prem depending on site needs.
- Full ownership – Code, models, infra, and docs handed over at launch.
