Instant Guest Issue Resolution
AI detects guest intent across channels, automates routine fixes and surfaces only high-value exceptions to staff, reducing time-to-resolution and complaints while preserving human oversight.
Illustrative example only. Every workflow requires its own operational, quality, and risk review.
Before: the work today
Guests contact support through phone, chat, email or app with common problems (room requests, booking changes, delays, lost items). Context lives across reservations, property systems and messaging threads, causing slow, repetitive responses, inconsistent compensation decisions and negative reviews.
Change: a better workflow
Build a layered assistant that combines fast intent classification, retrieval of policy and booking context, and human-review for exceptions so staff act on concise, accurate summaries.
- Integrate data: connect reservations/PMS, CRM, ticketing and messaging logs into a searchable knowledge layer with PII redaction and retention controls.
- Models & workflow: use a lightweight intent classifier to route queries, then a retrieval-augmented LLM to draft suggested actions (check availability, issue voucher, rebook, escalate) plus canned messages tied to policy rules.
- Human-in-the-loop: present agents with a short case brief, recommended response and policy rationale; allow one-click accept/edit/send and instant escalation with full audit trail.
- Governance & ops: enforce SLA thresholds, automated logging for auditability, periodic sampling for quality, and a feedback loop that retrains classifiers and updates knowledge articles.
After: illustrative capacity created
Teams typically see 30-60% faster first responses, 20-40% fewer escalations to managers and a 10-25% reduction in cost per ticket from automation and faster resolution. Guest satisfaction on handled interactions commonly improves by 3-10 points (on a 100-point scale) and inconsistent compensation decisions decline, reducing avoidable refunds and negative reviews.
This is an illustrative use case designed to show where better workflows, automation, and AI can create capacity. It is not a description of a specific client engagement. Results depend on your data, processes, and goals.
Looking for more capacity in your hospitality & travel team?
We start with the work creating pressure to hire.