DirectBookingManager Control & audit
Control & reliability

AI, but with human escalation and audit.

At scale, power comes from control: rules, approvals, and a clear history of actions.

Approvals Review sensitive actions.
Audit logs Traceability for disputes.
Owners Clear accountability by incident type.

Why it is non-negotiable

Without escalation and audit, automation creates operational debt. With a framework, it creates margin.

High-risk cases

Cancellations, deposits, complaints, damages, overbooking: the system must stop and ask for approval.

Evidence

When conflict happens, you have a clear timeline: messages, decisions, documents, approvals.

Durable quality

Train teams with facts and improve the system, not just a single incident.

Escalation rules

Simple thresholds: amounts, keywords, timeouts, incidents. AI does not act on sensitive cases.

Approval before sending

For important messages (cancellations, deposits, disputes), require approval by the right role.

Audit log

Readable history to trace decisions and actions. Useful for quality, training, and evidence.

Accountability by role

Who approves what, on which properties: a clear framework to reduce mistakes as the team grows.

Connect support, docs and roles

Control comes from the right documents, RBAC, and constrained support automation.

Keep quality at scale

We show a simple system: constrained AI + escalation + audit logs.