AI supervision layer06

The control plane that makes AI safe enough to trust with ops.

Define per-property policies — tone, pricing bounds, refund limits, escalation rules, quiet hours, languages. Every AI action is bounded, logged, auditable and reversible.

Auto · £250Review · £500You · >£500
Inside ai supervision

Everything you need from ai supervision, out of the box.

Policy console

Per-property policies for tone, pricing, refunds, escalations, quiet hours and languages.

Full audit log

Every agent decision logged with inputs, outputs, policy reference and one-click reversal.

Confidence-based handoff

High-stakes decisions (refund caps, safety, legal) route to a human with full context.

Oversight dashboard

Daily summary of what agents did, what they asked, and what’s waiting for your review.

Policy versioning

Change policies safely — every change is versioned, diffable, and tied to the outcomes it produces.

Governance ready

Evidence for SOC 2, GDPR and procurement reviews is produced as a by-product, not a project.

Policies

Define once, supervise always.

Every agent action is gated by a policy you own. Change tone, pricing bounds or escalation triggers per property — and watch the audit log reflect the new rule immediately.

  • Policy templates per property type
  • Portfolio defaults with per-property overrides
  • Diff view so you can explain changes to owners and auditors
useholm.com / dashboard — Policies
Property policy
King’s Cross 2B
v12 · live
Tone of voiceWarm, concise, first person plural
Auto-refund cap£250 · escalate above
Quiet hours22:00 – 08:00 local
LanguagesEN · FR · ES · DE
Price bounds±12% of baseline, weekends +8%
4 agents bound to this policy
Oversight

A 10-minute morning review, not a full ops standup.

The oversight dashboard rolls up what the AI did, what it wanted to do but asked about, and what it needs your sign-off on. Approve, reverse or retrain in one click.

  • Portfolio-wide summary: handled, escalated, drafted
  • One-click reversal — actions are first-class, not opaque
  • Feedback turns into better defaults the next day
useholm.com / dashboard — Policies
Property policy
King’s Cross 2B
v12 · live
Tone of voiceWarm, concise, first person plural
Auto-refund cap£250 · escalate above
Quiet hours22:00 – 08:00 local
LanguagesEN · FR · ES · DE
Price bounds±12% of baseline, weekends +8%
4 agents bound to this policy

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