Industry · Manufacturing

AI for Manufacturing

Bring AI to the shop floor: predictive maintenance, quality inspection, and supplier intelligence — integrated with your MES and ERP.

25%

Less downtime

Faster RCA

ERP

Native integration

● Pain points

Where manufacturing leaders lose time

  • Unplanned downtime eroding OEE
  • Manual quality inspection bottlenecks
  • Supplier data scattered across systems
  • Slow root-cause analysis on defects
● AI opportunities

Where AI actually delivers

  • Predictive maintenance on critical assets
  • Computer-vision quality inspection
  • AI copilots for shop-floor supervisors
  • Supplier risk and lead-time intelligence
Enterprise workflows

How this lands in your stack

  • MES / SCADA / historian data pipelines
  • ERP (SAP, Oracle, Dynamics) integration
  • PLM and CAD document intelligence
  • Incident, CAPA, and change management
● Outcomes

What good looks like

  • 15–30% reduction in unplanned downtime
  • 2–5% OEE improvement on target lines
  • 50%+ faster defect root-cause analysis

Relevant services

AI Readiness AssessmentData EngineeringAgentic AIAI Integration

FAQ

Do you run on-prem or air-gapped?

Yes — models and pipelines can run on-prem, in your VPC, or in air-gapped environments where required.

Which MES/ERP systems do you support?

SAP S/4HANA, Oracle, Microsoft Dynamics, Ignition, Rockwell FactoryTalk, and custom historians via OPC-UA.

How do you validate CV models?

Golden datasets, drift monitoring, and human review gates before production rollout on any inspection line.

30-minute working session

Find the highest-ROI automation in your business

Bring one workflow that is slow, repetitive, or leaking opportunities. We will map the bottleneck, the systems involved, and whether automation is actually worth implementing.

Book an AI systems assessment

No obligation. If automation is not the right answer, we will say so.