Travel & Hospitality AI Agents,
Monitored for Accuracy

1. Target

   Booking, rebooking and cancellation execution across GDS, PMS and OTA connections

2. Trigger

   Property, dates, traveller identity or timezone fail the double-confirmation match against the request

3. Action — enforced

   Platform holds the commit and replays details for confirmation; agent may present a disambiguation of lookalike options

4. Human override

   Reservations supervisor forces the commit after a recorded guest confirmation

Logged evidencebooking reference · requested vs resolved entity · confirmation transcript hash · PNR id · operator · UTC timestamp

1. Target

   Fare quotes, room rates, packages and inclusions surfaced in guest-facing conversations

2. Trigger

   A generated quote deviates from the loaded fare or rate plan, or invents inclusions

3. Action — enforced

   Platform blocks the quote and re-prices from the live tariff; agent may explain fare rules and alternatives

4. Human override

   Revenue manager authorises an exception rate through the rate-desk workflow

Logged evidencequote id · generated vs tariff price · tariff version · inclusion list diff · channel · UTC timestamp

1. Target

   Visa, passport-validity, health-entry and transit-requirement answers for all destinations served

2. Trigger

   An entry-requirement answer lacks a citable official source with a current effective date

3. Action — enforced

   Platform blocks the reply and serves sourced requirements with timestamp and link; agent may add booking-impact notes

4. Human override

   Content compliance lead updates the sourced requirements corpus on verification

Logged evidencequery id · destination and nationality pair · source URL and date · corpus version · served answer hash · UTC timestamp

1. Target

   Guest profiles, passports, payment tokens, itineraries and stay histories across all accounts

2. Trigger

   A lookup references a guest or reservation outside the authenticated session scope

3. Action — enforced

   Platform denies the lookup and purges the foreign record; agent may serve only the verified guest’s records

4. Human override

   None — cannot be overridden in session

Logged evidencesession id · authenticated guest id · blocked identifier · query hash · scope policy version · UTC timestamp

1. Target

   Special-request fields, guest reviews, OTA messages and forwarded emails entering agent context

2. Trigger

   Inbound text carries imperative phrasing, tool syntax or links attempting to steer the agent

3. Action — enforced

   Platform quarantines the text and treats it as inert data; agent may summarise the request but never obey it

4. Human override

   None — cannot be overridden in session

Logged evidencemessage id · source field · matched pattern class · content hash · session id · UTC timestamp

1. Target

   Transcripts, voice notes, tool payloads, agent memory and observability pipelines across booking channels

2. Trigger

   PAN, CVV or passport-number pattern detected in any prompt, completion or log stream

3. Action — enforced

   Platform redacts to vault tokens before persistence and blocks the turn; agent may reference masked identifiers only

4. Human override

   Data-protection officer adjusts detection rules via the PCI change-control process

Logged evidenceredaction event id · pattern class · vault token reference · channel · ruleset version · UTC timestamp

1. Target

   Disruption and crisis messaging covering weather, unrest, evacuations and health events

2. Trigger

   A draft implies safety, reopening or all-clear status without a matching official advisory

3. Action — enforced

   Platform blocks the draft and serves the current official advisory verbatim; agent may share rebooking and refund options

4. Human override

   Duty crisis manager publishes updated advisory content through the incident console

Logged evidencemessage id · advisory source and version · blocked draft hash · served content hash · incident id · UTC timestamp

1. Target

   Dynamic pricing engines for rooms, fares and ancillaries in declared emergency regions

2. Trigger

   A price recommendation exceeds the statutory cap active for the affected region

3. Action — enforced

   Platform clamps the price to the cap and logs the excess recommendation; agent may apply standard seasonal pricing

4. Human override

   Head of revenue certifies cap inapplicability with legal opinion on record

Logged evidenceregion and declaration id · recommended vs capped price · cap source · clamp event · rate code · UTC timestamp

1. Target

   AI-generated review summaries and property descriptions shown to booking guests

2. Trigger

   Source reviews contain illness, harassment, crime or safety reports absent from the draft summary

3. Action — enforced

   Platform blocks publication until flagged reports are represented; agent may neutrally condense them without minimising severity

4. Human override

   Content integrity lead approves wording changes through the moderation workflow

Logged evidencesummary id · property id · flagged review ids · coverage check result · final text hash · UTC timestamp

1. Target

   Phone numbers, URLs and payment destinations included in agent answers and confirmations

2. Trigger

   A drafted contact detail or link is absent from the verified partner directory

3. Action — enforced

   Platform strips the detail and substitutes the directory entry; agent may explain official contact channels

4. Human override

   Partner-operations manager adds vetted entries to the directory after verification

Logged evidenceanswer id · stripped value · directory version · substituted entry · channel · UTC timestamp