Agentic Manufacturing Solutions
Your factory floor runs itself. AI agents forecast demand, schedule production autonomously, predict equipment failures before they happen, and enforce quality standards without human intervention. Built on Dynamics 365 Supply Chain Management and Microsoft Copilot.
The Manufacturing Challenges Holding You Back
Traditional manufacturing systems react to problems. Agentic manufacturing prevents them entirely.
Manual Production Planning
Spreadsheet-based scheduling creates bottlenecks, missed deadlines, and wasted capacity. Planners spend hours on tasks that AI agents can handle in seconds, leaving your production perpetually one step behind demand.
Quality Control Gaps
Reactive quality systems catch defects after they occur, leading to costly rework, scrap, and customer returns. Without real-time quality monitoring, you are always fighting yesterday's problems while today's slip through.
Unplanned Downtime
Equipment failures cost UK manufacturers an estimated 3-5% of annual revenue. Without predictive maintenance, you are rolling the dice every shift, hoping critical assets keep running until the next scheduled service window.
AI Agents That Run Your Factory
Four autonomous agent capabilities that transform every aspect of manufacturing operations.
AI Demand Forecasting
Machine learning models analyse historical sales, market signals, seasonality, and external data to generate rolling demand forecasts. The agent continuously recalibrates as new data arrives, feeding updated projections directly into your MRP engine.
- Multi-horizon forecasting (weekly, monthly, quarterly)
- Automatic SKU-level demand sensing
- Integrated with Dynamics 365 master planning
- External signal ingestion (weather, commodity prices)
Demand Forecast Accuracy
Predictive Maintenance
IoT sensor data flows into AI models that detect anomalies and predict failure windows weeks in advance. The maintenance agent automatically generates work orders, reserves spare parts, and schedules repairs during planned downtime windows.
- Real-time vibration, temperature, and pressure monitoring
- Remaining useful life (RUL) predictions
- Auto-generated maintenance work orders
- Spare parts inventory optimisation
Equipment Health Monitor
Autonomous Production Scheduling
The scheduling agent considers machine capacity, labour availability, material readiness, and customer priority to build optimal production sequences. When disruptions occur, it re-optimises the schedule in real-time without human intervention.
- Constraint-based finite capacity scheduling
- Real-time disruption re-sequencing
- Multi-plant coordination and load balancing
- Setup time and changeover minimisation
Live Production Schedule
Autonomous Quality Agents
Computer vision and sensor fusion detect defects at the point of production, not at the end of the line. The quality agent triggers immediate corrective actions, adjusts machine parameters, and documents every inspection for full traceability.
- In-line defect detection via computer vision
- Statistical process control with auto-correction
- Full lot and batch traceability
- Automated non-conformance reporting
Quality Inspection Dashboard
Measurable Impact Across the Shop Floor
30%
Reduction in Unplanned Downtime
Predictive maintenance agents identify failure patterns weeks before breakdowns, keeping your production lines running and your delivery promises intact.
25%
Increase in Throughput
Autonomous scheduling optimises every minute of machine time, eliminating idle capacity and reducing changeover waste across all production cells.
20%
Waste Reduction
Real-time quality agents catch defects at the source, while demand-driven production eliminates overproduction and excess inventory holding costs.
Your Path to Autonomous Manufacturing
A proven implementation methodology refined across 400+ deployments.
Discover & Assess
We map your current production workflows, identify bottleneck areas, and quantify the ROI of each AI agent capability. Our manufacturing AI readiness assessment pinpoints exactly where autonomy will deliver the greatest impact.
Design & Configure
Dynamics 365 Supply Chain Management is configured for your specific manufacturing processes. AI models are trained on your historical data, and agent workflows are mapped to your operational reality.
Deploy & Activate
Agents go live in a phased rollout, starting with demand forecasting and scheduling before layering on predictive maintenance and quality automation. Each phase is validated against agreed KPIs.
Optimise & Scale
Continuous model retraining, performance monitoring, and agent expansion ensure your manufacturing system gets smarter every day. Our managed support team keeps everything running at peak performance.