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Manufacturing & Industry
Factories that see, predict, and improve
Typical engagement: 3–12 months depending on scope
Overview
MES integrations, quality vision, predictive maintenance, and plant dashboards that raise throughput and reduce downtime for industrial operators.
Common challenges
- !Unplanned downtime
- !Quality variation
- !Disconnected shop-floor data
Our tailored solutions
- Vision-based quality inspection
- Predictive maintenance models
- Plant KPI dashboards and MES links
Technologies
PLC/SCADAComputer VisionPythonMQTTReact
Recommended services
RAEY services most often paired with this industry
How we engage
11–2 weeks
Industry discovery
Workshops with stakeholders to map regulations, systems, and success metrics.
22–4 weeks
Solution design
Architecture, compliance model, and phased roadmap tailored to the sector.
38–20 weeks
Build & integrate
Agile delivery with sector-specific integrations, QA, and security reviews.
4Ongoing
Launch & operate
Go-live, training, monitoring, and optional managed support.
Implementation stages
- 1Assess current systems & compliance
- 2Prioritise quick wins and strategic platforms
- 3Pilot with measurable KPIs
- 4Scale nationwide or across business units
- 5Optimise, train, and continuously improve






