Applications
Where the next decision matters.
An experiment, an expert’s time or a delayed action can be expensive. Themis helps determine when to proceed and when another step is worth taking.
[ 01 ] Engineering and simulation
Engineering and simulation.
Use model predictions to move engineering work forward, and focus higher-fidelity simulations, experiments and expert review where they improve the decision.
Example · Engineering
Deciding when to run another simulation
Fig. 1 — Cheap predictions move the work forward; the costly simulation is reserved for the case that needs it.
Discuss an engineering workflow[ 02 ] Agent and operational workflows
Agent and operational workflows.
Improve extraction, matching and reconciliation by automating clear cases and directing conflicting records to additional evidence or expert review. Apply the same approach to an agent’s proposed next action.
Example · Operations
Extraction, matching and reconciliation
Extract information from documents, compare candidate records and reconcile differences.
Fig. 2 — Records that match move forward; the conflicting one is routed to verification.
Discuss an operational workflow[ 03 ] Selected research and demonstrations
Selected research and demonstrations.
Explore examples from published research and measured demonstrations.
Industrial and Edge AI
Clear the units a vision system can handle on its own, and send the rest to a person. Measured on-device, with the full method and results published.
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Generative-model research
Explore selective answering and risk estimation in generative models.
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Drug discovery and clinical trials
Choose which candidates justify the next expensive experiment.
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Autonomous driving
Decide when to hand control back to a person.
Learn moreNext step · Talk to the team
Bring one repeated decision. We’ll show you where Themis fits.