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CONSULTING SERVICE
Human-Approved AI Readiness Review
Assess whether a digital twin, maintenance model or optimizer has a useful, supportable role in a plant decision.
When this helps
- An AI idea with an unclear decision or data requirement
- A maintenance model that needs reliable inputs
- A proposed command workflow requiring human review
What the work covers
| Stage | Work |
|---|---|
| Define | Specify the decision, intended use and operating limits. |
| Review | Examine input quality, model evidence and the existing plant workflow. |
| Design | Map human review, local authority, command checks and recovery. |
| Plan | Set prerequisites and verification points for a limited demonstration or pilot. |
What you receive
- Use-case and data readiness assessment
- Model evidence and operating boundary checklist
- HMI review and local authorization design
- Validation and recovery plan
What your team provides
Provide the proposed decision, model owner, available model evidence, equipment constraints and process approval owners.
Schedule and engagement
Scope and schedule depend on the use case and evidence available. The first engagement can be an assessment without equipment actuation.
Live inference, HMI integration and command execution are separate implementation work. The public app demonstrates a simulated workflow.