PUB-006/Workshop/Aug 2026
From digital twin viewer to operational copilot: designing useful spatial AI workflows
Workshop material for moving beyond impressive 3D scenes into workflows that support inspection, routing, risk review, reporting and human approval.
Research Questions
- 01What turns a digital twin from a visual asset into an operational workflow?
- 02Which decisions should be supported by agents, and which should stay with domain experts?
- 03How can spatial evidence flow into reports, approvals and next actions?
Method
- 01Map a real operator workflow from capture to decision to report.
- 02Identify where spatial context, model reasoning and human approval appear in the chain.
- 03Prototype the smallest useful command flow using existing product evidence before adding new tooling.
Evidence
- 01CivilMap / Construction Command Center interface study.
- 02AI Infrastructure & Venue Management interface concept.
- 03Simam Intelligence Framework operating loop: Observe, Understand, Reason, Act, Learn, Improve.
Next Steps
- Package the workshop as a partner-ready half-day research session.
- Create a reusable workflow canvas for inspection, routing and reporting use cases.
- Connect the best patterns into future Agent Studio / Blueprint Library concepts.
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