01
Evaluate
For feasibility testing with a defined dataset or scenario.
- Technical discovery session
- Signal and data review
- Scoped estimator evaluation
- Findings and integration brief
Adaptive human control-reserve state estimator
Human control. Always on reserve.
Vanguard adaptively estimates an operator’s available control reserve from evolving human and system signals—giving safety, autonomy, and operations teams a clearer state for action.
Adaptive by designUncertainty-awareIntegration-focused
97.6
System state
State · trend · confidence
StableMonitoring
Estimator architecture
Built on explicit promises, not inflated claims.
Vanguard is designed to make changing human capacity more legible while preserving the context and uncertainty that consequential decisions require.
A control-reserve estimate is decision support—not a substitute for the operating judgment and governance already in place.
- 01
Estimate reserve continuously
Translate live human-input and system telemetry into an evolving estimate of available control reserve—not a static snapshot.
- 02
Adapt to changing operators
Account for shifts in workload, response behavior, and operating context as conditions change across a session.
- 03
Expose decision-ready state
Deliver structured outputs that monitoring, autonomy, and supervisory-control systems can use without obscuring uncertainty.
Engagements
Match the work to your operating context.
Start with a bounded evaluation, then move deliberately toward an operational deployment.
02
Deploy
For teams integrating Vanguard into an operational workflow.
- Production estimator access
- Integration guidance
- Model configuration support
- Operational monitoring
- Priority technical support
Technical evaluation
Questions worth asking before integration.
We review the estimator, available signals, and the conditions that govern its use together.