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DeepWeaver

Manufacturing

The Factory Brain.

The orchestration layer between ERP and PLC — the one neither system covers. AI recommends. Humans approve. The PLC executes.

Posture
Cloud · Hybrid · On-premise
Time to value
4 to 12+ weeks
Principle
AI never replaces the PLC

Where it sits

  1. Human

    Approves, overrides, sets priorities

  2. Factory Brain · AI

    AI planning · scheduling · optimisation · recommendations

  3. Business & operations

    ERP · MES · Inventory · CRM · Purchase · Maintenance · Quality · Dispatch

  4. Deterministic control

    SCADA · PLC · CNC · Sensors · Vision systems

  5. Machines

    Lines, cells, tooling, plant

Who needs a Factory Brain

If any of these sound familiar.

  • Schedules built in spreadsheets

    Planners re-plan by hand whenever an order or machine changes

  • Unplanned downtime

    Breakdowns found after the line stops, not before

  • ERP says one thing, the floor another

    No layer reconciling plan against actual production

  • Quality caught late

    Defects found at final inspection rather than at the cell

  • Inventory buffered on instinct

    Safety stock covering for forecasts nobody trusts

  • Expertise walking out the door

    Scheduling knowledge held by a handful of people

Industry validationSiemens, ABB and Hitachi all orchestrate above the PLC rather than replacing it — AI predicts and recommends, automation executes, humans approve.

What the Factory Brain does

Seven areas, one planning layer.

AI never replaces the PLC. It makes PLC-driven factories smarter.

Sales

  • Demand prediction
  • Order prioritisation
  • Delivery prediction
  • Quote conversion

Inventory

  • Stock optimisation
  • Raw material alerts
  • Dead stock detection
  • Reorder points

Production

  • Finite capacity scheduling
  • Line balancing
  • Machine allocation
  • Shift planning

Maintenance

  • Predictive maintenance
  • Planned downtime
  • Maintenance windows
  • Spare-parts prediction

Quality

  • Vision inspection
  • Root-cause suggestions
  • Rework prediction
  • Defect trend analysis

Dispatch

  • Truck planning
  • Delivery ETA
  • Loading optimisation
  • Route consolidation

Procurement

  • Vendor performance
  • Purchase suggestions
  • Shortage alerts
  • Lead-time forecasting

What it moves

Less machine idle time
Better scheduling
Less scheduling effort
AI-assisted planning
Lower inventory carrying cost
Demand prediction
Improved on-time delivery
Dynamic dispatch

Deployment posture

  1. CloudFastest, usage-based
  2. HybridOn-premise data, 4–8 weeks
  3. On-premiseFully in-house, 8–12+ weeks

Manufacturing

Put a planning layer between your ERP and your PLC.

Start with one plant, one bottleneck — scheduling, maintenance or quality — and measure it against the numbers you already report on.