Manufacturing
Software & AI for Manufacturing
Connect the shop floor with the business, so production, quality and maintenance teams work from timely, trustworthy information instead of paper and spreadsheets.
Industry overview
From data islands to operational clarity
Manufacturers generate large amounts of data, from machine signals and quality checks to work orders and supplier deliveries. Too often it stays locked in separate systems or on clipboards, so problems are spotted late.
We help manufacturers digitise workflows, integrate operational and business systems, and apply analytics and AI where they genuinely improve planning, quality and uptime.
Operational challenges
Common challenges we see
Paper-based shop-floor processes
Checklists, logs and inspections are recorded on paper and re-keyed later, if at all.
Unplanned downtime
Equipment failures disrupt schedules because maintenance is reactive.
Limited production visibility
Managers lack real-time information about output, scrap and bottlenecks.
Supplier coordination
Purchase orders, confirmations and quality documents are exchanged by email.
Opportunities
Digital transformation opportunities
Digital shop-floor apps
Tablet-based checklists, inspections and work instructions.
Condition monitoring
Dashboards and alerts from machine data and sensors.
Production analytics
Visibility of output, quality and downtime by line and shift.
Supplier portals
Shared views of orders, schedules and quality documents.
AI use cases
Where AI can help
AI features are designed to support people, with review steps wherever decisions carry real consequences.
Predictive maintenance
Estimate failure risk from machine data to schedule maintenance proactively.
Visual quality inspection support
Flag potential defects from images for inspector confirmation.
Maintenance knowledge assistant
Answer technicians’ questions using manuals and past work orders.
Demand and capacity forecasting
Predict demand to plan production and materials.
Software solutions
Suggested software solutions
Digital work orders
Create, assign and track maintenance and production tasks.
Quality management tools
Capture inspections, non-conformances and corrective actions.
Production dashboards
Real-time KPIs for supervisors and plant managers.
Supplier collaboration platforms
Portals for orders, deliveries and documentation.
Integration considerations
Systems to connect
Industrial environments combine operational technology with business systems. We work with your engineering teams to integrate safely.
- ERP and MRP systems
- Manufacturing execution systems
- Machine data and sensor gateways
- Maintenance management systems
- Quality and document management systems
Example workflows
How it can work in practice
Simplified, illustrative workflows showing how digital tools and AI fit together.
Example: maintenance alert to work order
- 1
Sensor data indicates rising vibration on a machine
- 2
Model estimates increased failure risk
- 3
Alert is reviewed by the maintenance planner
- 4
Work order is created and scheduled around production
- 5
Technician records findings in a mobile app
Example: digital quality inspection
- 1
Inspector opens the checklist for a batch on a tablet
- 2
Measurements and photos are recorded in the app
- 3
Out-of-tolerance values trigger a non-conformance record
- 4
Quality manager reviews and assigns corrective action
- 5
Results feed the quality dashboard
Explore more
Related services
Machine Learning Solutions
Custom models for prediction, classification, recommendation and anomaly detection on your data.
Learn more about Machine Learning SolutionsPredictive Analytics
Forecasts and early-warning signals that help teams plan ahead and act sooner.
Learn more about Predictive AnalyticsBusiness Dashboards
Real-time dashboards that bring KPIs from many systems into one trusted view.
Learn more about Business DashboardsData Engineering & Analytics
Reliable data pipelines, warehouses and analytics that turn scattered data into decisions.
Learn more about Data Engineering & AnalyticsFAQs
Frequently asked questions
Answers to the questions we hear most often. If yours is not covered here, our team is happy to talk it through.
Often, through existing controllers, gateways or historian systems. We assess connectivity options with your engineering team and prioritise safety.
Some approaches use existing machine data or maintenance history. Additional sensors may help for specific equipment, which we evaluate case by case.
Yes, where needed. We design apps to cope with patchy connectivity and synchronise when back online.
Looking to digitise your operations?
Tell us which production or maintenance processes you want to improve first.
