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Services

AI services, built for the renewable-energy factory floor.

A focused portfolio — from strategy through to production deployment. Engage us for a single problem or as a long-term partner across your lines and sites.

AI Strategy & Advisory

Cut through the noise. We help you find the AI use cases that will actually move the needle on your production and margins — then build a pragmatic roadmap to deploy them.

  • Opportunity discovery & use-case prioritisation
  • ROI modelling and build-vs-buy decisions
  • Data-readiness and MLOps maturity assessment
  • Vendor-neutral, outcome-first roadmaps

Predictive Maintenance & Reliability

Stop reacting to breakdowns. Machine-learning models learn the normal behaviour of your equipment and flag anomalies before they become unplanned downtime.

  • Anomaly detection on sensor & PLC data
  • Remaining-useful-life estimation
  • Condition-based maintenance scheduling
  • Integration with existing SCADA / historians

Computer-Vision Quality Inspection

Catch defects the human eye misses, at line speed. Vision models inspect cells, panels, welds and components for consistent, traceable quality.

  • Automated surface & defect detection
  • Micro-crack and soldering inspection for PV
  • In-line, high-throughput inference
  • Full audit trail for quality reporting

Process & Yield Optimisation

Squeeze more good product out of the same line. We model your process and recommend the parameter settings that maximise yield and throughput.

  • Yield-driver analysis across process steps
  • Parameter optimisation & set-point recommendation
  • Scrap and rework reduction
  • Closed-loop and human-in-the-loop options

Demand Forecasting & Supply-Chain Intelligence

Plan with confidence in a volatile market. Forecasting and analytics that align production, inventory and logistics with real demand signals.

  • Demand & production forecasting
  • Inventory and materials optimisation
  • Supplier risk and lead-time analytics
  • Scenario planning & what-if simulation

Generative AI & Knowledge Automation

Put your engineering knowledge to work. Secure copilots and assistants that search specs, standards and reports — and automate the paperwork around them.

  • Document search over specs, SOPs & manuals
  • Report generation and compliance drafting
  • Engineering & operations copilots
  • Private, access-controlled deployments

Not sure where to start?

Most partnerships begin with a short strategy engagement to find the one or two use cases with the clearest payback — then a focused pilot to prove it. You commit to scale only once the value is on the table.

Let's find the AI that pays for itself.

Book a no-obligation consultation. We'll talk through your operation and where AI could deliver real, measurable value — in plain language.