Manufacturing
Plants generate more data than their engineers can read. We build agents that watch equipment and quality signals, put the right procedure in an operator’s ear, and keep schedules and suppliers aligned with what is happening on the floor.
Predictive Maintenance AgentWatches machine data, predicts failures and schedules maintenance with the right parts and people.Quality Inspection AgentInspects parts on the production line using cameras, identifies defects and prompts action on the cause.Supplier Coordination AgentHandles day-to-day communication with hundreds of suppliers about orders, deliveries and quality problems.Production Scheduling AgentBuilds the production schedule and adjusts it as orders, materials, breakdowns and staffing change.Safety Incident & Near-Miss AgentRecords safety incidents from spoken reports and photos, drafts the investigation and tracks the follow-up actions.Shop-Floor Operator AssistantGives machine operators spoken answers about procedures, records events and raises problems.Energy Optimisation AgentManages a plant’s energy use by timing equipment and avoiding peak rates, to reduce cost.Supplier Quality Audit AgentReviews suppliers’ quality records, plans audits and tracks that problems are corrected.Engineering Change Management AgentManages changes to product designs: assesses the effect, gets approvals and updates everything affected.Field Service Diagnostic AgentDiagnoses equipment faults remotely, raises the job and sends the right engineer with the right parts.Spare Parts Inventory AgentDecides which spare parts to stock at each site, based on how critical each machine is and how long parts take to arrive.Environmental Compliance Reporting AgentTracks emissions, water and waste, and prepares the reports that regulators require.
Added for 2026
Newer problems, and older ones that the latest AI has made practical to solve.
Root Cause Analysis AgentAssembles process, quality and maintenance data for a defect and drafts the 8D report with evidence.Custom Quote AgentReads RFQs and drawings, estimates routing and cost, and drafts the quote for an estimator to approve.Work Instruction AgentWrites and updates work instructions from engineering changes, video of the task and operator feedback.Product Compliance Dossier AgentBuilds material declarations and product-passport data from supplier documents and the bill of materials.
Systems we work with
- Manufacturing execution and SCADA historians
- ERP and planning
- Maintenance management
- Quality management
- Product lifecycle management
- Field-service platforms
Rules and standards we design for
- ISO 9001 and sector quality standards
- Health and safety reporting
- Environmental permits and reporting
- OT network segregation
Good places to start
- Predictive maintenance
- Quality inspection and root cause
- Scheduling
- Operator and field support
Tell us which work takes up too much of your team’s time.
We will tell you honestly whether an AI agent can help, and what it would involve.