🏭 Agentic Smart Manufacturing
Governed AI agents for the plant floor — an agentic MES tied to the ERP/PLM digital thread, on SAP Digital Manufacturing. Clean-core-safe, sovereign by design, and run by your AI Center of Excellence. Australian manufacturing sovereignty, built in.
Agentic Manufacturing, End to End
MES capabilities delivered as governed agents on SAP Digital Manufacturing — the work plant teams actually do, automated with a human in the loop and tied to the ERP/PLM digital thread
Real-time Production Monitoring
Live, agent-assisted visibility into the plant floor with IoT sensor integration — bottlenecks surfaced and flagged for the team, not buried in a dashboard.
- IoT sensor data collection and analysis
- Live production dashboards
- Performance KPI tracking
- Bottleneck identification
- Efficiency optimisation alerts
Predictive Maintenance
Agents watch equipment health and flag likely failures before they stop the line — with maintenance scheduled and parts ordered through the ERP, human-approved.
- Equipment health monitoring
- Failure pattern recognition
- Maintenance scheduling optimisation
- Spare-parts inventory management
- Cost-reduction analytics
Quality Control Automation
Computer-vision inspection agents catch and classify defects consistently — with statistical process control and compliance evidence captured automatically.
- Computer-vision inspection
- Defect detection and classification
- Statistical process control
- Quality trend analysis
- Compliance reporting automation
Supply Chain Synchronisation
Demand-aware agents keep materials flowing to the line, tied back to the ERP so plans, orders, and shop-floor reality stay in step.
- Demand forecasting
- Material requirement planning
- Supplier performance tracking
- Inventory optimisation
- Delivery scheduling automation
Digital Twin Technology
Virtual replicas of production systems let you test changes and run what-if scenarios off the digital thread — without disrupting live operations.
- Real-time system mirroring
- Predictive scenario modelling
- Risk-free testing environment
- Performance optimisation
- What-if analysis capabilities
Agentic Work-Order Generation
Agents schedule and raise work orders against production requirements and resource availability — with priorities and adjustments owned by the team.
- Intelligent task scheduling
- Resource optimisation
- Priority-based assignment
- Real-time adjustments
- Capacity-planning integration
Real-time Inventory Tracking
Live visibility into material flow and stock levels with automated replenishment triggers, reconciled against the ERP for one version of the truth.
- Live inventory monitoring
- Automated reorder points
- Material flow optimisation
- Waste-reduction analytics
- Supplier integration
How We Build on SAP — Clean-Core-Safe
A governed agentic layer beside your core, never inside it: S/4HANA & SAP Digital Manufacturing core → clean core → BTP / Business AI → Joule agents → digital thread to ERP/PLM
The Architecture Spine
Clean Core
We never modify the S/4HANA or SAP Digital Manufacturing core. Standard objects stay standard, so upgrades and your RISE/GROW move stay painless.
BTP Side-by-Side
MES extensions live on SAP BTP against stable, released APIs — upgrade-proof and cleanly separated from the core.
Joule-Native MES Agents
We extend SAP's own agents (Joule Studio) onto the plant floor and orchestrate across SAP, edge, and IoT — human-in-the-loop, audit-trailed.
Digital Thread to ERP/PLM
Shop-floor agents stay tied to the ERP and PLM digital thread — sovereign, AU-resident, with lineage from design through production.
Trust, Compliance & Standards
The security, sovereignty, and governance posture a manufacturer's risk team needs to see
Status is indicative and confirmed per engagement. We are not an SAP partner — "SAP-aligned" describes architectural alignment (our MES and digital-thread modules map to SAP Digital Manufacturing), not a partnership. Certification letters available under NDA.
Where It Earns Its Keep
The outcomes plant teams target — each tied to a real workflow. Figures are targets confirmed against your baseline, not guarantees.
Uptime & Availability
Predictive maintenance agents target less unplanned downtime by catching failures early.
- Less unplanned downtime (target, baselined per engagement)
- Earlier equipment-failure signals
- Optimised maintenance scheduling
- Lower spare-parts carrying cost
Quality & Yield
Consistent vision-based inspection lifts first-pass yield and cuts manual checking.
- Higher first-pass yield (target)
- Fewer defects reaching the customer
- Less manual inspection effort
- Audit-ready quality evidence
Operational Efficiency
Agentic scheduling and monitoring take the manual grind off the plant team.
- More throughput from the same line (target)
- Shorter cycle times
- Fewer manual handoffs
- Better resource utilisation
Digital-Thread Continuity
One connected thread from design to shop floor keeps plans and reality in step.
- Design-to-production traceability
- Plan vs actual reconciled to the ERP
- Faster engineering-change rollout
- Fewer data silos across PLM and MES
Risk & Control
Every agent action on the floor is logged, explainable, and reviewable.
- Full, timestamped audit trail on agent actions
- Real-time compliance monitoring
- Sovereign, AU-resident plant data
- Automated regulatory reporting
Migration-Timed Implementation
Adopt the AI during your S/4HANA RISE/GROW move — not as a bolt-on later
Assessment & Planning
Weeks 1-2: analysis of current manufacturing processes, plant data quality, and the clean-core posture.
- Plant-floor process mapping
- Data quality & sensor readiness assessment
- Clean-core / extension review
- Digital-thread scope (ERP/PLM)
- Compliance requirements review
Core & BTP Setup
Weeks 3-6: stand up the BTP side-by-side foundation and the IoT/edge data pipeline — core untouched.
- BTP foundation & connectivity
- IoT sensor & edge deployment
- Data pipeline establishment
- Role-based access configuration
- Security implementation
Agent Build & Guardrails
Weeks 7-8: configure Joule-native MES agents, approval flows, and human-in-the-loop checkpoints.
- MES agent configuration
- Predictive-maintenance model training
- Vision quality-control setup
- Guardrails & approval hierarchy
- Agent validation and testing
Integration & Testing
Weeks 9-10: tie agents to the ERP/PLM digital thread, run comprehensive testing, and validate with users.
- ERP & PLM digital-thread integration
- System functionality testing
- User acceptance testing
- Performance optimisation
- Data validation
Go-Live & Support
Weeks 11-12: production deployment with parallel run, training, and hypercare.
- Production deployment
- Parallel line run
- Operator & staff training
- Go-live hypercare
- Performance monitoring
Optimise & Extend
Ongoing: continuous optimisation, new agent use-cases, and FinOps on agent spend.
- Performance optimisation
- New agent use-cases
- Process improvements
- Agent cost control (FinOps)
- Ongoing enablement
Who It's For
Built first for the Australian manufacturers where sovereignty and governance matter most
Australian manufacturers wanting a sovereign MES
Plants that need their shop-floor data and agents to stay in Australia — an underserved wedge the global SIs leave open, built clean-core-safe.
Plants needing the ERP/PLM digital thread
Manufacturers who want design, production, and the ERP connected in one thread — with a human in the loop, not a black box.
Governance-first buyers
Regulated or risk-sensitive manufacturers that need Australian data residency, audit trails on every agent, and FinOps cost control from day one.
Aligned to Australia's Whole-of-Government Cloud posture and Hosting Certification Framework for sovereign workloads.
Built and Run by Your AI Center of Excellence
This platform runs on five CoE capabilities — strategy, people, agents, data, and governance. We design, deploy, and govern a clean-core-safe agentic layer that keeps your data sovereign in Australia and every agent auditable and cost-controlled.
Bring Agentic Manufacturing to Your Plant
Book a walkthrough with a manufacturing specialist — we'll map your shop-floor and digital-thread workflows and show where governed agents take the load, clean-core-safe and sovereign.