Short answer: AI helps first in the repeatable work behind each booking, such as the weekly ARC report match and debit memo disputes. Corporate buyers are most comfortable with AI in reporting and recommendations. Changes to a booking stay with a person, so the safest design has AI draft and your team approve.
Most of the noise about AI in travel is about booking. The useful work so far happens after the booking, in the jobs that repeat every week.
Where is AI already doing real work in travel?
Across travel companies, a lot of the effort is still early. In Phocuswright's 2026 survey of travel executives, 61 percent were experimenting with or scaling agentic AI, and 6 percent were scaling it across the business. In a McKinsey and Skift survey of travel leaders, nearly 60 percent said AI was already raising productivity.
Corporate buyers see it most in data. In GBTA's January 2026 poll, the places AI already helps most were data analysis and storytelling (45 percent) and automated reporting and analytics (42 percent).
Which agency jobs come first?
The jobs with a clear right answer and a weekly rhythm:
- The ARC report match. Every transaction in IAR checked against the accounting system before the deadline.
- Debit memo disputes. The proof gathered and the dispute drafted in Memo Manager.
- Credits and refunds. Unused tickets tracked to their expiry, and each refund checked against the fare rules.
- The shared inbox. Requests sorted and replies drafted for the team.
- Client reports. Monthly program reports built from the same data every time.
- New inquiries. Each one recorded in the CRM, with a first reply drafted for the advisor to send.
Large TMCs are starting in the same place. BCD Travel, for example, says its AI partner turns emailed service requests into exchanges and shell PNRs, with its agents in the loop.

Where should a person stay in charge?
Anywhere the traveler feels the result. In GBTA's May 2026 buyer study, 95 percent of buyers were comfortable with AI recommending negotiated rates and 92 percent with AI building custom reports. Comfort fell to 64 percent for reading employee calendars and 57 percent for changing or cancelling a booking.
Buyers comfortable with AI doing each job
That points to a simple design: AI drafts, and your team approves anything that changes a booking, moves money or reaches the traveler.
Will AI replace travel agents?
The work is shifting toward the traveler. The US Bureau of Labor Statistics expects AI to help agents with administrative and marketing tasks, even as online tools reduce some demand. The TMCs adopting AI describe it as support for their agents, handling the volume while agents keep the complex trips, the disruptions and the relationships.
What are the risks?
- Data and privacy. It's the top barrier buyers name, at 47 percent in GBTA's April 2026 poll.
- Wrong answers. A draft a person checks catches them before they reach a traveler or an airline.
- Fraud. In March 2026, agency associations warned that criminals were using agencies' IATA numbers and look-alike email domains to get NDC access and issue tickets on stolen cards.
How do you start?
- Pick one weekly job. The one that takes the most hours and has a clear right answer.
- Time it first. A baseline from your own team makes the change measurable.
- Keep the approval with your team. Every draft goes to the person who owns the job today.
- Add the next job. Once the first runs cleanly, take the next bottleneck.
Common questions
Will AI replace travel agents?
The evidence points to AI taking the repeatable admin work while agents keep the traveler. BLS expects AI to help agents with administrative and marketing tasks, and the large TMCs describe their AI as support for their agents.
What is agentic AI in travel?
AI that carries out a task across systems, such as reading a request, checking a booking and drafting the change, with a person approving the result.
Is AI safe to use with traveler data?
It depends on how it's set up. Ask where data is stored, whether it trains any model, and who approves each action. Privacy and security is the top concern buyers name.
Where should an agency start with AI?
With one job that repeats every week and has a clear right answer, such as the ARC report match or recording each new inquiry. Time it first, so you can measure the change.
Sources (9)
Show every source
- Phocuswright, Agentic AI moves from boardroom to operational reality (2026) Research firm
- Skift with McKinsey, Remapping travel with agentic AI (2025) Research firm
- GBTA, Industry poll (January 2026) Trade association
- GBTA, Industry poll (April 2026) Trade association
- GBTA with Spotnana, Marriott and Direct Travel, The perfect business trip study (May 2026) Trade association
- US Bureau of Labor Statistics, Occupational Outlook Handbook: Travel agents Independent
- BCD Travel, BCD Travel and Oversee partner on agentic AI (2025) Company's own claim
- The Business Travel Magazine, How may I help you? (2025) Trade press
- ATIA, Fraud alert: unauthorized use of IATA credentials and NDC access (2026) Trade association
Checked on October 28, 2026. Rules change, so check the source before you act on a date or an amount.



