Who Owns the Promise When AI Gets It Wrong?

Michelle Pascoe | OOPS

28th October, 2026

About This Episode

When AI gets a hospitality booking or guest promise wrong, the venue still owns it, and the fix falls to the person standing in front of the guest. Michelle Pascoe, Certified Speaking Professional and hospitality training expert, explains why venues must train staff to know when to trust a system, when to override it, and how to recover gracefully.

Episode Description

Michelle Pascoe is a Certified Speaking Professional and hospitality training expert with over 30 years' experience helping clubs, hotels, and hospitality venues build service cultures that retain staff and delight guests. In this episode, she wraps up October by bringing together three conversations: customer experience and loyalty strategist James McIntyre, executive mindset and performance coach Danica Smith, and Tracey Boeck, Executive Manager of Hospitality and Customer Experience at Maroochydore RSL.

Every booking platform, loyalty app and chatbot you put in front of a guest is making promises on your behalf. James McIntyre calls this promise governance, and he argues it is a leadership question first, a training question second and a technology question last. Danica Smith shows what happens when leaders chase AI rankings and lose sight of the guest, while Tracey Boeck shows what it looks like when a club gives its young team real knowledge and a reason to care.

Service recovery works because a person with permission can fix the moment before the guest walks away. Michelle shares a recent Hunter Valley dining experience where an online booking for an outdoor table couldn't be honoured, and a complimentary drink in the bar turned disappointment into one of the nicest parts of the day.

Good customer service was never about the tools you buy. It is about whether the person in front of your customer has what they need, right then, to make a good call.

Join Michelle's newsletter for leadership, culture, and service excellence insights: Connecting Communities Through Conversations

 


 

In This Episode 

  • Every booking system, loyalty app and chatbot makes promises to guests on the venue's behalf, so leaders must decide what those systems are allowed to promise.
  • AI should handle predictable, transactional tasks, while people own service recovery, special occasions and anything ambiguous.
  • AI is never set and forget, because it only knows the information the venue keeps feeding it.
  • Frontline teams now need a new skill: knowing when to trust the system, when to override it and how to recover gracefully when it gets something wrong.
  • Giving young staff the reason behind the service, plus product knowledge from local suppliers, turns a standard expectation into a memorable experience.

 


 

Episode Guide 

  • 00:00 - Welcome to the October wrap-up

  • 01:13 - Three guests, three angles on hospitality customer service

  • 02:54 - Where AI belongs in the hospitality guest journey

  • 04:01 - What AI should handle and what humans must own

  • 05:10 - Promise governance: who owns a broken promise when AI gets it wrong

  • 05:42 - Why AI in hospitality is never set and forget

  • 06:43 - You can't automate your way out of overwhelm

  • 08:12 - How IKEA retrained staff instead of replacing them with AI

  • 08:32 - When a staff member saved the sale after the tech failed

  • 09:27 - How Maroochydore RSL equips young staff to deliver great customer service

  • 10:07 - The Splendour in the Grass syndrome and exceeding guest expectations

  • 11:18 - Supplier education: the difference between expectation and experience

  • 12:40 - A booking mishap turned into a great guest experience

  • 14:19 - The new frontline skill: trust the system, override it, recover well

  • 15:20 - Your November challenge for hospitality leaders

  • 15:36 - How to train your team for service recovery

 


 

Episode Links

James McIntyre, Customer Experience, Loyalty and Growth Strategist

James has held senior consulting and leadership roles across Wesfarmers OnePass, FlyBuys, Medibank and Cash Rewards. He created the ACTIVATE Framework, an eight-step methodology for AI-enabled CX transformation, with a free three-minute diagnostic.

ACTIVATE Framework: jm-cx.co/activate-framework

Danica Smith, Executive Mindset and Performance Coach, Founder of Morningstar GX

Based in Barcelona, Danica spent almost eight years on the hospitality technology side before founding Morningstar GX, which supports hotels and hospitality tech companies with guest experience strategy and leadership performance.

Website: morningstargx.com

Tracey Boeck, Executive Manager of Hospitality and Customer Experience, Maroochydore RSL

With nearly 30 years across hotels, restaurants and clubs, Tracey leads a team of 130 at Maroochydore RSL on Queensland's Sunshine Coast, with a passion for loyalty, customer psychology and mentoring young women into leadership.

Website: maroochyrsl.com.au

Frequently Asked Questions 

Q: Who is responsible when AI or a booking system makes a promise a hospitality venue can't keep?

A. The venue is, and the fix starts with leadership. On The Michelle Pascoe Hospitality Podcast, customer experience strategist James McIntyre calls this promise governance: a leadership question first, a training question second and a technology question last. Leaders decide what their systems are allowed to promise.

Q: What should AI handle in a hospitality venue, and what should staff handle?

A. AI suits predictable, transactional tasks such as wait times, routine requests and standard upsells. People should own service recovery, special occasions like birthdays and anniversaries, and anything ambiguous. Michelle Pascoe recommends mapping the guest journey first, then deciding what gets automated.

Q: How do you train hospitality staff to recover when technology gets it wrong?

A. Staff need to know what your booking platform, loyalty app and automated messages promise guests, have permission to fix a broken promise on the spot, and trust the guest in front of them over the screen. Michelle Pascoe's customer service workshops build these skills in frontline teams.

Q: Will AI replace frontline staff in hospitality?

A. No. AI can take on transactional work, but it can't read a guest's mood, notice a special occasion or recover a disappointed customer. Michelle Pascoe argues AI has added to what frontline staff need, because they now manage the gap between what systems promise and what the floor can deliver.

Q: How can a club or hotel turn a service mistake into a positive guest experience?

A. Act quickly, acknowledge the disappointment and offer something that shows the guest they are being looked after. Michelle Pascoe shares how a complimentary drink and snack turned a failed outdoor table booking into one of the nicest parts of her day.

Michelle Pascoe podcaster of the Michelle Pascoe Hospitality Podcast for over 8 years
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