Restaurant AI

Restaurant AI

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Restaurant AI episodes

  • Bite CEO Brandon Barton on The Next Era of Guest Experience

    In this episode of the Restaurant AI Podcast, Matt Wampler, CEO and Co-Founder of ClearCOGS, sits down with Brandon Barton, CEO of Bite, to explore how kiosk ordering, AI, and deep restaurant experience are shaping the future of guest interactions.

    Brandon shares his 25-year journey from bussing tables in Brooklyn to running the dining room at a Danny Meyer restaurant, making the leap to restaurant tech at Avero, and eventually leading Bite—a software company bringing “e-commerce on a touchscreen” into restaurants nationwide. He explains why Bite focuses on software over hardware, how kiosk ordering can be as (or more) hospitable than face-to-face, and why technology should be an additive part of the guest experience, not a replacement for it.

    They dive into how AI-driven recommendations can adapt in real time to weather, regional trends, and guest behavior, the concept of “unified guest identification,” and why hospitality at scale often comes down to simple gestures—like giving away fries when you don’t have to. Brandon also shares his perspective on the fractured state of restaurant technology, why costs dropping will lead to more niche players (not fewer), and the importance of working with tech leaders who have restaurant roots.

    From hands-on stories about catching escaped roosters to forward-looking ideas about AI agents and data co-ops, this conversation blends humor, operational wisdom, and a candid look at the next wave of restaurant technology.

    Links:

    Bite: https://www.getbite.com

    ClearCOGS:⁠ https://www.clearcogs.com/⁠

    Connect with Brandon on LinkedIn: https://www.linkedin.com/in/brandoncbarton

    Connect with Matt on LinkedIn: https://www.linkedin.com/in/matthewjwampler/


    00:00 Intro

    02:25 Welcome Brandon Barton

    03:03 Understanding the business of kiosks in restaurants

    7:00 Why kiosks work for an ordering experience

    10:55 Point of sale in 2025

    14:46 Technology renaissance in the restaurant industry

    19:13 Brandon's background in technology

    23:13 Remaining a restaurant person despite a pivot to technology

    27:16 Brandon's calling is to help restaurants embrace technology

    29:50 The future of ordering and the guest experience

    37:26 The psychology of kiosk ordering

    40:05 Using AI to help you order

    41:13 The future of the restaurant technology industry

    44:34 Restaurant brands building technology

    47:15 Ex-restaurant people make better technology

    49:07 Relationship between technology and restaurants

    52:33 What Bite is doing with AI today

    55:40 Learning about how people order

    57:25 The best conversations about kiosks

    58:40 Advice for choosing technology

    1:01:08 Best curated customer experience

    1:01:30 Favorite wine

    1:01:33 Favorite LLM

    1:02:06 Advice for restaurant technology companies

    1:02:27 The future for Bite

    1:02:44 Outro

    Show notes and full episode: https://www.clearcogs.com/podcasts/ai-cant-catch-a-rooster-restaurant-tech-ceo-reveals-why-kiosks-are-taking-over-40-of-orders/

    1 hr 4 min
  • Niko Papademetriou on Turning Restaurant Struggles into Scalable Tech Solutions

    In this episode of the Restaurant AI Podcast, Matt Wampler, CEO and Co-Founder of ClearCOGS, sits down with Niko Papademetriou, Co-Founder of Qu POS, to trace his unconventional path from investment banking to owning a massive Dupont Circle restaurant, and eventually leading growth at one of the industry’s top enterprise POS providers.

    Niko shares candid stories from the trenches of restaurant ownership—navigating failing equipment, oversized kitchens, payroll pressure, and learning to become a “Swiss Army knife” operator. He explains how those hard-won lessons now inform his approach to building enterprise-grade technology that can scale securely while adapting to the nuanced needs of individual operators.

    They dive into why Qu started with large multi-unit chains instead of independents, how AI is reshaping both product development and internal workflows, and why security and stability should be treated as areas for innovation rather than obstacles to it. Niko also talks about using tools like Gong to capture and share critical customer insights, the balancing act between rapid product releases and reliability, and his bullish outlook on AI as the connective tissue between scalable platforms and personalized experiences.

    From hard-earned lessons in the trenches to big-picture thinking on where restaurant tech is headed, this episode packs battle-tested wisdom with forward-looking insights you can act on.


    Episode Links:

    • Qu POS: https://www.qubeyond.com/
    • Connect with Niko: https://www.linkedin.com/in/nikopapademetriou/
    • ClearCOGS: https://www.clearcogs.com/
    • Connect with Matt on LinkedIn: https://www.linkedin.com/in/matthewjwampler/

    • 00:00 Intro

      02:01 Niko's background and favorite pizza

      07:57 From investment banking to technology

      14:25 Jimmy Johns in the Maryland/D.C. area

      15:33 Starting a restaurant from scratch

      24:35 What he learned from owning a restaurant

      29:40 Transitioning to the technology space

      36:20 Building for independence / Building for enterprise

      40:18 Deploying AI internally

      46:13 Security and reliability are contradictory to innovation

      49:20 Best outputs on the product side

      54:52 "Unifying commerce platform"

      58:40 What sets Qu apart from other POS products

      1:00:20 Best in class software vs All in one

      1:07:40 AI-powered POS of the future

      1:12:20 "Do more with the same."

      1:13:18 AI in kitchen displays

      1:15:25 How today's technology would've impacted Niko's first restaurant

      1:17:41 Outro

      Show notes and full episode: https://www.clearcogs.com/podcasts/from-wall-street-to-restaurant-tech-how-qu-built-the-beyond-pos-platform-revolutionizing-enterprise-dining/

      1 hr 18 min
    • Wow Bao CEO Geoff Alexander on Turning a Struggling Fast Casual into a National Powerhouse

      In this episode of the Restaurant AI Podcast, Matt Wampler, CEO and Co-Founder of ClearCOGS, sits down with Geoff Alexander, CEO of Wow Bao, to unpack the remarkable story of how a small fast-casual concept became a national brand available in 15,000 grocery stores, 500 hot vending machines, and dozens of non-traditional locations—all without traditional funding.

      Geoff shares how he took over Wow Bao with three underperforming units and turned it around by embracing early technology adoption, from kiosks and online ordering in 2010 to experimenting with biometrics, blockchain, and AI-powered production planning. He explains why limited capital forced him to innovate—and how that mindset laid the groundwork for an omnichannel empire that blurs the lines between restaurant, retail, and CPG.

      They dive into Geoff’s philosophy on partnering with startups, the risks and rewards of being a first mover, and how operators can build better tech by giving better feedback. Geoff also discusses how Wow Bao uses its brick-and-mortar footprint to test products that scale instantly to thousands of locations—a key advantage few brands can claim.

      Whether you're an operator looking for new growth channels or a tech founder trying to break into foodservice, this episode is packed with insights on how to build big with limited resources, a clear vision, and the right partners.

      Links:

      • Visit Wow Bao: https://www.wowbao.com/
      • Connect with Matt on LinkedIn: https://www.linkedin.com/in/matthewjwampler/
      • Connect with Geoff: https://www.linkedin.com/in/geoffalex/
      • Visit ClearCOGS: https://www.clearcogs.com/

      • 00:00 Intro

        02:45 Introduction to Wow Bao

        04:25 Geoff's background with Wow Bao

        10:40 Is Wow Bao a restaurant brand or a food brand?

        11:30 Restaurant product vs frozen product

        12:50 Turning around a struggling concept

        15:18 Mastering online ordering before everyone else

        17:00 Learning the Chicago market with food trucks

        19:45 Wow Bao's brick and mortar history

        21:30 Taking a swing at online ordering due to frustration

        24:53 Benefits of adopting technology early

        27:14 The problem with restaurant technology

        28:20 The new wave of restaurant people leading technology

        30:06 Getting in early on self-ordering kiosks

        34:45 Finding the right partners

        35:21 Creating Venmo before Venmo existed

        38:05 Working with technology partners

        40:25 The benefit of not having access to capital

        45:20 "Every vertical requires attention"

        47:08 The philosophy of different verticals

        55:42 Geoff's relationship with technology partners

        1:00:12 Operators getting involved with technology benefits the industry

        1:02:45 The evolution of technology and benefits of AI

        1:12:17 Technology can enhance hospitality

        1:15:20 The key to success for CPG and ensuring quality

        1:16:25 "I don't pull the plug on anything"

        1:18:17 Advice for restaurant turnarounds

        1:20:05 Outro










        Show notes and full episode: https://www.clearcogs.com/podcasts/geoff-alexander-on-turning-a-struggling-fast-casual-into-a-national-powerhouse/

        1 hr 21 min
      • Danny Klein on Why Truth Matters More Than Ever in the Age of AI

        In this episode of the Restaurant AI podcast, Matt Wampler, CEO and Co-Founder of ClearCOGS, sits down with Danny Klein, Editorial Director of QSR Magazine, for a wide-ranging conversation on the evolving role of journalism in the restaurant industry, the rise of AI-powered tools, and the importance of trust in a saturated media landscape.

        Danny shares his unexpected journey from sports writing to restaurant trade journalism, how QSR Magazine builds and protects editorial trust, and what it means to serve a B2B audience that values data over dining reviews. The two dive into the challenges and opportunities of AI in journalism, including QSR's new AI-powered internal search tool and the shifting role of editors in the "truth-telling economy"—where brand trust and personal voice matter more than ever.

        They also explore the tension between technology and hospitality in restaurants, what defines a winning brand in today’s landscape of falling traffic and digital overload, and why experience still drives loyalty in a post-COVID, omnichannel restaurant world. From Texas Roadhouse's smart tech moves to the dangers of overbuilding, this episode delivers real insights for operators, marketers, and media professionals alike.


        Links:

        QSR Magazine: https://www.qsrmagazine.com/

        Connect with Danny: https://www.linkedin.com/in/dannyklein14/

        Listen to QSR Uncut: https://www.qsrmagazine.com/podcast/

        ClearCOGS: https://www.clearcogs.com/

        Connect with Matt on LinkedIn: https://www.linkedin.com/in/matthewjwampler/

        00:00 Intro

        02:14 Danny's introduction to restaurant journalism

        08:20 "We're not food writers"

        12:15 The business behind food

        16:40 What is AI doing to journalism?

        21:00 Community building and the future of the Editor role

        23:54 The future of brands and publishing companies

        27:00 LinkedIn's algorithm

        31:55 The future of human influence on AI

        35:26 The truth-telling economy

        42:58 The future of writing

        50:14 Which facts are true?
        58:57 Technology and hospitality in restaurants

        1:05:55 Experiential restaurants vs technology

        1:11:39 Restaurants buying too much technology or the wrong technology?

        1:15:15 Where AI is headed in the restaurant industry

        1:18:26 Loyalty programs

        1:20:30 The importance of technology vendors

        1:23:52 Drone delivery

        1:24:10 Smartest source of truth on the restaurant industry

        1:25:00 Robotic kitchens or humans running automation

        1:25:30 The best restaurant CEO

        1:28:00 The most interesting topic to Danny

        1:31:00 Intro


        Show notes and full episode: https://www.clearcogs.com/podcasts/restaurant-journalist-danny-klein-on-why-truth-matters-more-than-ever-in-the-age-of-ai/

        1 hr 33 min
      • Michael Ungaro: From Fish Market to Media Company to Future-Proofing a Legacy

        Live from the floor of the 2025 National Restaurant Association Show, Restaurant AI host Matt Wampler sits down with Michael Ungaro, third-generation owner and visionary behind the iconic San Pedro Fish Market. In this wide-ranging and entertaining conversation, Michael shares how a family-run seafood operation turned into a cultural phenomenon—with over 3,000 seats, a hit streaming series, and a savvy embrace of digital innovation.

        From the surprising power of Facebook comments to battling IP theft with strategy, Michael opens up about what it really takes to bring a legacy business into the future. They dive into the challenges of generational transition, the importance of narrative in hospitality, and how a temporary COVID setup turned into a masterclass in tech-enabled guest experience.


        Links:

        San Pedro Fish Market: https://www.sanpedrofish.com/

        Connect with Michael: https://www.linkedin.com/in/mikeungaro

        Watch on YouTube: https://www.youtube.com/@sanPedroFish

        Listen to the Fi$H Factor podcast: https://podcasts.apple.com/us/podcast/fi%24h-factor-with-mike-ungaro/id1811844101

        Visit ClearCOGS: https://www.clearcogs.com/

        Connect with Matt on LinkedIn: https://www.linkedin.com/in/matthewjwampler/


        00:00 Intro

        00:30 Welcome Michael Ungaro

        01:21 Embracing technology

        03:13 Leaning on people to solve problems

        04:40 Intellectual property

        05:38 Running a 70 year-old brand

        08:34 Kings of Fish TV Show

        09:20 "We're not a restaurant anymore"

        10:45 Why the fourth generation of a business is the hardest

        12:55 Advice for running a family business

        14:20 Is Reality TV "real"?

        17:19 Getting information from customers

        19:04 The 100th anniversary of San Pedro Fish Market

        20:15 Outro

        Show notes and full episode: https://www.clearcogs.com/podcasts/from-fish-market-to-media-empire-michael-ungaro-on-scaling-a-70-year-family-business-through-strategic-technology-adoption/

        21 min
      • Three reasons for hope for the restaurant industry

        The restaurant industry uniquely connects humans in ways that no other industry can. Rudy Miick, Founder and President of The Miick Companies, shares reasons for optimism of the restaurant industry amid changes both technologically and culturally.

        1 min
      • The senses of a great restaurant

        Rudy Miick, Founder and President of The Miick Companies, sits down with Matt Wampler on the Restaurant AI Podcast to discuss the crucial details that must be addressed in order to create a high-level guest experience.

        2 min
      • Rudy Miick – Designing Restaurants That Restore the Soul and Inspire Growth

        In this thought-provoking episode of the Restaurant AI Podcast, Matt Wampler sits down with Rudy Miick, Founder and President of The Miick Companies, for a deep dive into what makes restaurant culture truly transformative—and how technology fits into the equation.

        With over four decades of experience shaping restaurant brands from the inside out, Rudy shares why restaurants are more than food and service—they’re leadership laboratories, soul-restoring spaces, and the stage for daily human evolution. The conversation challenges the conventional view of operations, blending awareness, emotional intelligence, and data-driven coaching into a new vision for sustainable profitability and human-first leadership.

        They explore how to architect every touchpoint—sound, smell, eye contact—to deliver not just meals, but moments. Rudy also breaks down how to quantify the unquantifiable, replacing punitive management with a culture of daily coaching and radical positivity.

        Links:

        • The Miick Companies
        • Connect with Rudy Miick on LinkedIn
        • ClearCOGS
        • Connect with Matt on LinkedIn

        • 00:00 Intro

          01:31 Evolving through life

          04:25 Nature vs nurture

          09:18 Restaurants are “leadership labs"

          14:13 Equipping everyone to rise to the top

          19:45 The age-old restaurant model is dead

          23:50 Awakeness and emotional intelligence as operational assets

          27:07 The senses of a great restaurant

          30:00 The power of sound, smell, and vibe

          33:00 Crafting "the pitch" of a great restaurant

          39:50 Rudy's passion for the hospitality industry

          47:00 Rudy's greatest dining experience

          51:19 Where technology makes sense in the restaurant industry

          54:02 Mapping out human vs tech-driven touchpoints in the guest experience

          1:00:25 Culture driving the brand experience

          1:03:00 What today’s tech companies are getting wrong and what restaurants really need

          1:08:11 Turning prime cost tracking into a daily discipline

          1:10:33 The arithmetic of the restaurant business

          1:14:15 A new model of leadership: coaching to the positive in real-time

          1:18:30 Using AI to free up managers to be people-first leaders

          1:22:07 Rudy's hope for the restaurant industry

          1:24:30 Outro







          Show notes and full episode: https://www.clearcogs.com/podcasts/restaurant-whisperer-how-rudy-miick-transforms-struggling-restaurants-into-20-profit-powerhouses/

          1 hr 25 min
        • Justin Foster – Building Voice AI for the Chaos of Drive-Thrus and the Realities of Restaurant Tech

          In this episode of the Restaurant AI Podcast, Matt sits down with Justin Foster, Co-Founder and CRO of Incept AI, for a deep and technical dive into the future of Voice AI in restaurants, particularly in the drive-thru environment.

          With years of experience in both restaurants and AI, Justin brings rare insight into what it really takes to build voice technology that works in the chaotic, noisy world of restaurant operations. Matt presses Justin on the tough questions—what’s real, what’s hype, and why so many voice AI companies are entering the space now.
          Key Topics Covered:
          The evolution of voice AI from “tree-and-branch” rule-based systems to large language models (LLMs)
          Why the McDonald’s Apprente experiment failed—and what’s changed since
          The four layers of voice AI: raw audio, transcription, intent processing, and TTS
          The critical role of clean audio input and why denoising is the bottleneck
          How hardware, digital base stations, and cloud-based audio ML interact
          Why latency and naturalness in conversations are essential to guest experience
          The hidden cost of relying on humans-in-the-loop to "fix" broken AI orders
          Why scaling Voice AI requires retraining, not just installing software
          How economics, accuracy, and guest trust define the winners in this space
          Predictions about moving from cloud to on-prem edge computing in the next 3–5 years
          The future of voice AI in training, loyalty, upselling, and personalized service
          Episode Links:

          Visit Incept AI Online: https://www.incept.ai/

          Connect with Justin on LinkedIn: https://www.linkedin.com/in/justinfoster/

          Visit ClearCOGS Online: https://www.clearcogs.com/

          Connect with Matt on LinkedIn: https://www.linkedin.com/in/matthewjwampler/


          00:00 Intro

          01:48 Voice AI, explained

          03:37 Early innovations in Voice AI

          7:45 Challenges of Voice AI

          13:05 Latency in Voice AI

          15:10 Walkthrough on Voice AI in a drive-thru

          19:58 The critical role of clean audio input

          24:36 Minimizing mistakes and maximizing accuracy

          28:50 Foundation model advancements

          30:46 Moving from Cloud to On-Prem

          32:08 Model training and differentiation

          37:30 Why purchasers are wary of Voice AI

          46:57 Robotic vs human interractions

          49:14 Which voices do humans prefer?

          51:08 The economics of Voice AI

          58:17 Do customers recognize Voice AI?

          1:01:17 The future of Voice AI

          1:06:57 Impact on minimum wage employment

          1:07:54 The restaurant industry is resistant to change

          1:08:49 Weirdest moments of Voice AI

          1:09:47 How it all gets stitched together

          1:13:58 Authenticity and regional dialect

          14:55 Accuracy in Voice AI and non-Voice AI

          1:18:33 Justin's passion for the technology

          1:21:57 Contact Justin and Outro


          Show notes and full episode: https://www.clearcogs.com/podcasts/why-98-5-of-drive-throughs-still-dont-use-voice-ai-and-whats-about-to-change/

          1 hr 24 min

        About Restaurant AI

        From the publisher's feed

        Restaurant AI with Matt Wampler is your weekly deep dive into the rapidly evolving world of artificial intelligence and its transformative impact on the restaurant and hospitality industry. Hosted by…