1. Build Operating Reality
- Digital scaffolding (AAS)
- Machines, process areas, SKUs
- Rules and behavior profiles
- Data relationships and context
- Standards-based and scalable
The Challenge
Most industrial AI starts too high in the stack.
Many organizations try to apply AI before they have a reliable, connected representation of their physical and business operating reality — leading to fragmented data, limited value and unsustainable pilots.
Typical AI Approach
×Fragmented data sources
×Dashboards and disconnected tools
×Isolated pilots with limited impact
×Lack of operational context
×Difficult to scale
From
AI theater
→Operational AI
AI theater
→Operational AI
Tiemac Approach
✓Structure operating reality first
✓Model behavior and simulate change
✓Connect plant and business context
✓Apply governed AI and optimization
✓Deliver measurable, scalable value
The Tiemac Approach
Build the Reality. Simulate the Future. Govern the Intelligence.
A proven, practical path to industrial AI adoption
2. Activate Smart Manufacturing
- Virtual CPPS (vCPPS)
- No-code operational logic
- Simulation and safe virtual testing
- Machine/PLC integration
- Operational analytics
3. Add Governed Intelligence
- Descriptive AI + optimization
- Five-source RAG / context
- Agentic GenAI with guardrails
- Human-in-the-loop decisioning
- Full traceability and audit
Two Operating Realities, One Decision Layer
Connect what the plant is doing to what the business needs.
Plant Operating Reality
TAAIB – vCPPSGovernedIndustrial Decision Layer
Business Operating Reality
Same plant.
Bigger possibilities.Operational excellence today.Business growth tomorrow.
Bigger possibilities.Operational excellence today.Business growth tomorrow.
Platform Capabilities
A complete, integrated platform for industrial transformation.
Modular. Scalable. Real-world ready.
Smart Manufacturing
Connect real assets and control systems for autonomous, optimized operations.
→Simulation & AAS
Build and run virtual plants with Asset Administration Shells.
→Industrial Data Foundation
Unify governed industrial data across systems and operating contexts.
→AI & Optimization
Predict, optimize and drive better decisions with governed intelligence.
→ERP / Business Layer
Connect to business systems and context so plant decisions carry enterprise meaning.
→Visualization & Operational Intelligence
Deliver real-time insight with Grafana, OIP and governed decision support.
→Adoption Pathway
Creep → Walk → Run
Adopt AI without forcing disruptive replacement.
Creep — Observe
- Read-only plant context
- Digital scaffolding
- Governed evidence
Walk — Recommend
- Simulations and what-if
- Descriptive AI + optimization
- Explainable recommendations
Run — Optimize
- Connected planning
- Agentic AI with governance
- Business-aware operations
Industries We Serve
Real industrial environments. Real results.
ManufacturingHigher throughput & quality
Power GenerationGreater reliability & energy efficiency
Water & WastewaterCompliance & asset health
Training / Virtual OperationsWorkforce readiness & safe experimentation
Business Impact
From Better Plant Decisions to Better Business Performance.
Machine
Condition
Condition
Process
Performance
Performance
Production
& Quality
& Quality
Inventory &
Customer Commitment
Customer Commitment
Cost &
Margin
Margin
Executive
Decision
Decision
A clear line of sight. A stronger tomorrow.
Tiemac creates the line of sight from a sensor or machine condition to the operational and financial consequence that matters.