VigilantCoach – Ubiquitous Knowledge
Deploy expert knowledge on demand – AI virtual coaches that can teach and oversee field technicians.
The Market Need
Organizations have difficulty deploying experts for guidance and supervision of manual intensive tasks in complex and dangerous scenarios.
The Benefits
AI virtual experts, all the time, everywhere.
1
Economics
Deploy expert knowledge across multiple worksites for cost saving and risk reduction.
2
Technical
Improved efficiency and effectiveness of field work.
3
Quality
Faster response, reduced downtime and increased customer satisfaction.
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How It Works
A digital “coach” to demonstrate and supervise task execution in remote industrial environments.
1
An immersive digital twin simulation of a target worksite is produced using ClassroomBuilder.
2
A given procedure is decomposed into granular tasks and assembled into a hierarchical knowledge graph.
3
Multiple simulation rounds done by trainees practicing a procedure are recorded and evaluated by trainers.
4
Trainer assess simulation performance through a UI with the proper labels and required metadata.
5
Synthetic ML data is extracted from a large set of routinely performed, recorded and assessed simulations.
6
ML is trained to recognize objects, states, and actions performed by users, then map those actions against valid steps in the knowledge graph.
7
AI agent performs action demonstrations through an avatar in the spatial context of the worksite.
8
AI agent “looks over the shoulder” of a worker to recognize actions and alert when deviating from the procedure.
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