See the pattern, not just the event.
Aletheia looks across connected work so repeated exceptions, drift, and emerging behaviour are easier to recognize early.
Meet Aletheia.
Supervision for work that keeps moving.
Aletheia keeps an eye on how work behaves across Ariy — comparing patterns, evidence, handoffs, and outcomes so the few moments that deserve judgement become easier to see.
Observe
See how work behaves across the system.
Evaluate
Notice when the pattern stops fitting the intent.
Escalate
Bring forward what actually needs judgement.
Why Supervision exists.
Working is not the same as working well.
A reply can be correct. A handoff can make sense. A decision can be allowed. The harder question appears when individually reasonable actions begin forming a pattern the business never intended.
Aletheia is designed for that gap: not to review everything, but to keep system-level behaviour legible while more of the platform keeps moving without you watching every step.
Separate signal from noise.
Not every unusual moment needs intervention. Routine work can stay quiet while meaningful change becomes easier to see.
Escalate with context attached.
When something does need attention, the reason comes with it — what changed, what led there, and why the next decision matters.
Aletheia
Supervisor · system-wideSupervision
What deserves a second look?
Aletheia looks across work, evidence, policy, ownership, and outcomes for patterns that should not stay invisible.
Policy checks
28
No blocked actionsPattern reviews
7
Across active workExceptions
1
Needs your judgementContext drift
Low
Within expected rangeRecent reviews
Signals that crossed the supervisor layer.
Follow-up cadence changed twice in one opportunity
Pattern reviewed across Remy handoffs
Research confidence exceeds source freshness
Hermes evidence requires verification before outreach
Pricing exception requested
Commercial judgement comes back to you
Aletheia's question
Is the system still behaving the way you intended?
Not every anomaly is a failure. The supervisor layer exists to notice when individually reasonable actions begin producing an unreasonable pattern.
Supervision + Research.
Research finds the signal. Supervision asks what should happen because of it.
Hermes investigates: gathering evidence, connecting context, and helping Ariy understand more before work moves forward. Aletheia looks at what that understanding is leading to — whether the resulting behaviour still makes sense across patterns, exceptions, and consequences.
Research · Hermes
What is true? What could happen?
Evidence, context, connections, possibilities.
Supervision · Aletheia
Should it happen this way? What follows?
Patterns, consequences, judgement, escalation.
Your authority.
Aletheia can challenge the path. You decide what happens next.
Aletheia can surface a concern, pause a path, recommend a different move, and make the reasoning visible. The point is not to put another layer between you and the business. It is to make the moments that need your judgement easier to recognize and easier to decide.
Supervision principle
Supervision is useful because it can disagree without taking control.