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.
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: deciding when to run another simulation
Use a model prediction when the available evidence supports the decision. Request a higher-fidelity simulation, experiment or expert assessment when the case is unfamiliar or the consequence warrants another check. Use the resulting evidence to evaluate and improve the workflow.
Discuss an engineering workflowAgent 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: extraction, matching and reconciliation
Extract information from documents, compare candidate records and reconcile differences. Move well-supported matches forward; seek another source when fields conflict; focus expert review on cases that remain unresolved.
Discuss an operational workflowSelected 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.
Learn more -
Generative-model research
Explore selective answering and risk estimation in generative models.
Learn more -
Drug Discovery and Clinical Trials
Choose which candidates justify the next expensive experiment.
Learn more -
Autonomous Driving
Decide when to hand control back to a person.
Learn more