Post-deployment AI monitoring
Examine behavioral change across time, users, models, and contexts after controlled evaluation ends.
Regulators & Standards Bodies
Giving you something to stand behind.
Monitoring needs evidence that can be examined and challenged. RightMinds investigates experimental ways to represent interaction dynamics; it does not supply validated regulatory thresholds or certification instruments.
Orbital and Maxwell are pre-release. These are research applications, not validated monitoring services or intervention systems. Trial suitability depends on the environment and agreed scope.
What the observability layer needs to show
Evidence for standards
Define what was observed, how it was measured, and what remains outside scope before a signal becomes part of guidance or oversight.
Contestable oversight
Keep analytical results traceable to supporting records so operators, auditors, and affected parties can challenge an interpretation.
How RightMinds supports investigation
- •Move from 'bad outputs' to measurable drift, stability, and separation.
- •Examine observable interaction evidence where model internals are unavailable.
- •Investigate the limits of candidate measurements before considering any use in oversight.