TRUST AND SAFE AUTONOMY

Keep people in command of consequential action.

Ollandi is designed around explicit authority, inspectable reasoning, bounded actions, and evidence that makes the system accountable.

Begin observation-only. Validate recommendations against real incidents. Enable action classes only after policy, rollback, and approval controls are proven.

01

Separate observation from execution.

Ollandi can be evaluated with live actuation disabled. Teams compare threat hypotheses, proposed actions, and evidence with documented human response before granting any execution authority.

  • Observation-only evaluation
  • Historical incident replay
  • Recommendation quality review
HUMAN
COMMAND
Approve
Recommend
Observe
02

Make judgment inspectable.

Recommendations carry supporting evidence, impact analysis, policy evaluation, and uncertainty so operators can challenge the conclusion.

  • Evidence-linked reasoning
  • Uncertainty indicators
  • Operator override
RECOMMENDATION REVIEWChallenge encouraged
Evidence
Alternative
Impact
Override
03

Evaluate the system continuously.

Safe operation requires ongoing evaluation against real environments, adversarial behavior, changing policy, and organizational risk.

  • Scenario evaluation
  • Boundary testing
  • Continuous monitoring
EVALUATIONEXPECTEDADVERSARIAL
Boundary adherencePassPass
Uncertainty visibilityPassReview
Evidence completenessPassPass
Operator controlPassPass
EVALUATE OLLANDI ON A REAL INCIDENT

Connect the relevant DIPs.
Run observation-only. Prove the response.