Skill Focus / Digital twin

Test your decisions before making them.

Ask a business question, test a hypothesis, and see how a change could affect your factory. Skill Focus uses your operational data and specialized AI agents to compare scenarios before you act.

Based on your factory dataBuilt for leadership teamsPrivate by design
Ask "what if?"Explore ideas in plain language
Check your own dataWork with relevant operating records
Compare possible outcomesSee trade-offs before making decisions
Interactive decision room

From one question to a tested scenario.

Choose a management question and watch how the system checks company data, calls the right AI agents, validates the inputs, and models the possible outcome.

Interactive product illustration. All data, activity logs, and outcomes here are illustrative examples, not live customer data or validated forecasts.
Skill Focus Decision room
Scenario modeExample factory workspaceOn-premise architecture
Choose a management question
Change the assumption
5%35%

Adjust demand to see how the proposed scenario changes.

Each run displays data access, agent selection, validation, and scenario modeling.

Management question
What if we increase production demand by 20%?
Connect data
Call agents
Validate
Simulate
Decision brief
Company dataExample sources
Selected AI agentsStandby
Checks and validation
Waiting for data validation...
Activity traceReady
Select a scenario to start the analysis.
Scenario comparisonWaiting for simulation
Current-
Scenario-
Current
Scenario
Ready to test a hypothesis

Choose a management question and run the analysis to see an illustrative decision brief.

Sample figures for demonstration only. Real results depend on connected data, model quality, and validated assumptions.

From a management question to a decision supported by data and specialized AI agents.Discuss your factory's decision scenarios
More than reporting

Your factory already has the data. Now use it to look ahead.

Reports explain what happened. Digital twin helps your team explore what could happen if you change production plans, equipment, suppliers, or processes.

Skill Focus brings together the information your company already has. When live connections are available, simulations can use updated operating conditions instead of relying only on old reports or general assumptions.

Factory data and operational context
ERP
MES
SCADA
Quality
Inventory
Maintenance
Skill Focus AI BrainAgent analysis + scenario simulation
Hypotheses
Risk checks
Decision brief
Built for leadership

For people who make high-impact decisions.

One connected view of the possible impact on production, costs, people, and customer commitments.

CEO and executive team

Explore investments, growth plans, operational risks, and the impact of major changes across the business.

COO and plant directors

Test production capacity, resource allocation, line changes, and operating scenarios.

Production directors

Compare schedules, find bottlenecks, and understand how changes could affect throughput.

Quality directors

Test changes to inspections, maintenance, and process controls before rolling them out.

Supply chain directors

Model supplier delays, inventory risks, and possible alternative sourcing decisions.

Finance directors

Evaluate investment choices, operating costs, risks, and expected payback periods.

Connected decision intelligence

From an idea to a better business decision.

Digital twin connects specialized AI agents with current business information, simulation logic, and your managers' experience.

Ask a business question

Describe a goal, problem, or proposed change in plain language, without building a spreadsheet from scratch.

Gather and check the facts

Connect approved ERP, MES, quality, supplier, and maintenance records. Check data gaps and assumptions.

Test possible outcomes

Relevant AI agents help create scenarios. The simulation compares expected impact, constraints, and trade-offs.

Choose what to do next

Review the evidence and scenario results with your team, then decide which changes are worth implementing.

Private by design

Important decisions. Your data stays yours.

Skill Focus is designed for customer-controlled AI infrastructure, with local model processing and connections to your approved internal systems.

Customer-controlled infrastructureKeep sensitive operating data and AI models inside your own environment.
Role-based accessControl which people and agents can access specific data, scenarios, and reports.
Human oversightManagement decisions remain with your team. Operational changes require approved processes and safeguards.
Traceable decisionsTrack the sources, assumptions, checks, and simulation inputs behind an analysis.
Questions

Questions about digital twin.

How to use your factory's data for management decisions.

What information is needed to run a scenario?

It depends on the management question. Typical inputs include production history, capacity, costs, quality records, inventory, supplier information, and operating constraints. Skill Focus brings together the relevant approved sources and checks the available data before comparing options.

Can simulations use live factory data?

Yes, when approved integrations and suitable live data are available. The system can use updated records to reflect current operating conditions. Results still depend on validated models and data quality.

Which systems can be connected?

ERP, MES, SCADA, quality management, maintenance, inventory, planning, and supplier systems, subject to available interfaces and access permissions.

Will AI make production changes automatically?

Management remains in control. The digital twin is used to evaluate scenarios and explain trade-offs. Any later connection to production controls requires separate validation, approvals, and independent safety measures.

Will our data be sent to external AI providers?

Private deployments can run local AI models within your company infrastructure. External access, integrations, and update channels can be restricted according to your security requirements.

Skill Focus digital twin

Make your next decision with more confidence.

Give your leadership team a clearer way to test ideas, compare possible outcomes, and plan improvements using your own factory data.