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Smart factories with IIoT, MES & AI.

Industry 4.0 IT services for manufacturers — MES and shop-floor apps, IIoT integration with PLCs and SCADA, AI quality inspection, predictive maintenance and a live digital twin of your plant.

Line 2 OEE78.4% ▲
Defect caughtStation 4 · vision AI
The challenge

What's holding manufacturing teams back

Unplanned downtime

Machines fail without warning and production plans collapse.

Quality issues found late

Defects are caught at final inspection — after the scrap and rework costs are sunk.

No real-time shop-floor view

OEE, output and WIP live in spreadsheets updated at the end of the shift.

Disconnected OT & IT

PLCs, SCADA, MES and ERP don't talk, so decisions run on stale data.

Plant OEE
OEE78.4%▲
Downtime-31%
First-pass yield98.2%▲
Failure predictedCNC-07 · in 36 h
Our solutions

AI built for manufacturing

Modular solutions you can adopt one at a time — or combine into a single intelligent platform.

MES & Shop-floor Apps

Work orders, production tracking, operator screens and e-logbooks on web, tablet and mobile.

OEE & Production Dashboards

Live availability, performance and quality by line, shift and machine — with downtime reasons.

Predictive Maintenance

Vibration, temperature and current analytics that flag failures before they stop the line.

AI Visual Quality Inspection

Computer-vision models detect defects in real time at the station, not at the end of the line.

IIoT & PLC / SCADA Integration

Connect machines over OPC-UA, Modbus, MQTT and edge gateways — brownfield or greenfield.

Plant Digital Twin

A live model of lines and assets to monitor, simulate changeovers and plan capacity.

Production Planning & Scheduling

AI-assisted finite-capacity scheduling that reacts to breakdowns and rush orders.

Traceability & Genealogy

Batch, serial and component traceability from raw material to dispatch.

Maintenance & SOP Copilot

Technicians ask questions of manuals, SOPs and history in plain language, on the shop floor.

Agentic workflow

How our AI agent handles it — end to end

TRIGGER
Vibration anomaly on CNC-07
AGENT REASONS
Checks history, schedule & spares
USES TOOLS & APIS
CMMS, MES & ERP APIs
TAKES ACTION
Creates work order & re-sequences jobs
HUMAN APPROVES
Maintenance lead approves
Feedback loop · the agent learns from every approval and correction
Benefits

Outcomes you can measure

  • Higher OEE — by cutting unplanned stops and slow cycles
  • Fewer defects — with AI inspection at every critical station
  • Lower maintenance cost — by fixing machines before they fail
  • Full traceability — from raw material to finished goods
0OEE improvement
0Less unplanned downtime
0Fewer quality escapes
0Batch traceability
* Target outcomes — we baseline these with you during discovery. See our manufacturing work: equipment health monitoring and automated defect detection.
FAQ

Frequently asked questions

Can you connect our older (brownfield) machines?

Yes. We use edge gateways and retrofit sensors to connect legacy machines alongside modern PLCs over OPC-UA, Modbus or MQTT.

Do you replace our ERP or MES?

Not necessarily. We integrate with SAP, Oracle, Microsoft Dynamics and existing MES, and build only the apps and layers you are missing.

Can AI quality inspection run on the line without the cloud?

Yes. Vision models can run on edge devices at the station, with results synced to dashboards and MES.

How quickly can we see OEE on a dashboard?

A pilot line is typically connected and live on a dashboard within 4–6 weeks.

Let's build together

Ready to put AI to work in your business?

Tell us about your challenge. We'll come back with a practical roadmap, a prototype plan and a clear estimate — usually within a week.