Deep Learning with PolyAI – Détails, épisodes et analyse

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Deep Learning with PolyAI

Team PolyAI

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Business & Entrepreneuriat

Technologie

Fréquence : 1 épisode/10j. Total Éps: 103

PolyAI's CEO/co-founder Nikola Mrkšić and team invite guests to candidly discuss trends and tech in AI, voice throughout the enterprise, and nailing the customer experience.

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Données mises à jour le 14/07/2026

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Is AI the end of large engineering teams?

jeudi 25 juin 2026 • Durée 45:55

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Engineering teams are shrinking. But is that a crisis or an upgrade?

In this episode of Deep Learning with PolyAI, Nikola Mrkšić sits down with Helen Greul, PolyAI's new SVP of Engineering, to explore what AI is doing to the shape of technical teams, the nature of engineering leadership, and who actually thrives when the rules change.

They discuss why a new generation of non-traditional builders is outpacing seasoned development teams, how smaller nimble units with shared context are replacing large headcounts, and why complexity doesn't disappear when AI arrives: it just moves somewhere else.

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Can you build a custom AI agent in 10 minutes?

jeudi 14 mai 2026 • Durée 23:03

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Ten minutes to a working AI agent, tested and ready to deploy.

In this episode of Deep Learning with PolyAI, Frank Ferro sits down with Ruari Phipps, Senior Forward Deployed AI Engineer at PolyAI, for a live demo of the Agent Development Kit — and a look at what it actually means to give developers real control over how they build AI agents.

They explore why enterprise AI platforms so often force a tradeoff between speed and control, how the ADK changes that equation, and what it looks like when a developer pairs the toolkit with an AI coding agent like Claude Code to go from a blank canvas to a fully tested, branch-ready agent in real time.

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What happens when anyone can build an AI agent?

jeudi 23 avril 2026 • Durée 39:38

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What happens when the ability to build an AI agent is no longer limited to developers?

In this episode of Deep Learning with PolyAI, Nikola Mrkšić sits down with Michael Chen, VP of Strategic Alliances at PolyAI, to explore what's driving the explosion in AI agent development — and what it means for how enterprises build, deploy, and think about AI.

They cover the rise of personal AI agents, why Jensen Huang's $1 trillion data center bet might

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Why do specialized AI models win in CX?

jeudi 16 avril 2026 • Durée 23:42

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Many AI models today are designed as generalists. But in customer experience, that approach often falls short.

In this episode of Deep Learning with PolyAI, Nikola Mrkšić sits down with Matt Henderson, VP of Research at PolyAI, to unpack why specialized AI models outperform general-purpose ones in real-world CX environments.

They explore the tradeoffs between speed, accuracy, and reasoning, why voice AI requires fundamentally different design decisions, and what makes PolyAI’s Raven 3.5 a step forward. The conversation offers a behind-the-scenes look at what it actually takes to build AI that works in production, not just in demos.

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Why are CX leaders stuck on the sidelines of AI?

jeudi 9 avril 2026 • Durée 37:15

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In this episode of Deep Learning with PolyAI, Nikola Mrkšić sits down with Bill Staikos, Founder of Be Customer Led, to unpack why many CX leaders are still on the sidelines of the AI conversation — and what that means for the future of the function.

They explore how AI is reshaping the “interaction layer” of customer experience, why traditional CX metrics like NPS are no longer enough, and how leading organizations are starting to tie CX directly to revenue, cost, and risk.

The conversation challenges CX leaders to think bigger and make their function into an outcome-driven engine for business growth. In an AI-driven world, the leaders who understand that shift will have a much bigger role to play.

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How can employee experience drive better CX? with Sam Stern, LinkedIn

Épisode 99

jeudi 2 avril 2026 • Durée 19:52

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Customer experience is often measured at the surface. But it’s built behind the scenes.

In this episode of Deep Learning with PolyAI, Michelle Schroeder sits down with Sam Stern, who leads service design at LinkedIn, to explore how employee experience shapes every customer interaction.

They discuss how LinkedIn is improving CX by fixing the systems employees rely on — from reducing “toggle tax” across tools to giving teams better data and real-time guidance with AI. The result is not just faster service, but more meaningful, higher-quality interactions when it matters most.

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Is Faster Always Better in Customer Experience?

Épisode 98

jeudi 19 mars 2026 • Durée 23:46

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In this episode of Deep Learning with PolyAI, Michelle Schroeder sits down with Nate Brown, Head of Education and Enablement at Metric Sherpa and cofounder of CX Accelerator, to discuss how AI is reshaping the way companies think about customer experience.

Nate shares a framework that’s gaining traction with CX leaders: make the quick parts quick, and make the slow parts meaningful. Automation should remove friction and resolve routine problems quickly, but the moments that matter most still require guidance, empathy, and human connection.

Together they explore how organizations can use AI to reduce effort for customers while still creating experiences that build loyalty, trust, and long-term value.

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The History of Restaurant CX: From Maître d' to AI

Épisode 97

jeudi 12 mars 2026 • Durée 45:16

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In this episode of Deep Learning with PolyAI, Nikola Mrkšić sits down with Steven Fine, GM of Restaurants at PolyAI, to explore how technology has shaped the customer experience in restaurants over the past century.

From the first phone reservations to online booking platforms and now AI-powered voice agents, the conversation traces how hospitality has continuously adapted to meet changing customer expectations.

Nikola and Steven discuss why the phone is still one of the most important touchpoints in the restaurant journey, how missed calls translate into lost revenue, and how AI is helping restaurants capture demand while improving both staff and guest experience. Along the way, they explore no-shows, loyalty programs, large party bookings, and why voice AI is becoming a new revenue engine for the hospitality industry.

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What will it take to climb healthcare’s “AI Everest”?

Épisode 96

jeudi 5 mars 2026 • Durée 20:51

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In this episode of Deep Learning with PolyAI, Michelle Schroeder sits down with Sarah Wright, Vice President of Global Customer Service at ResMed, to talk about what it really takes to transform healthcare CX. Sarah describes the challenge as an Everest climb. Every step forward requires balancing innovation with responsibility, especially when patient health information is involved.

Unlike other industries, healthcare cannot experiment loosely. Data must be protected. Integrations must be intentional. The order of operations matters.

In this conversation, they discuss:
- Why protecting patient health information shapes every AI decision in healthcare
- How fragmented systems make personalization difficult
- What it takes to move from reactive break-fix service to predictive, personalized experiences
- How “data stories” help build internal alignment for transformation
- Why voice of customer and QA datasets are often the most powerful starting point
- How AI should augment human moments rather than eliminate them
- Why frontline teams become brand defenders and trust gatekeepers as automation scales
- The importance of starting with baselines and defining what “good” actually looks like

Sarah also shares practical advice for leaders under pressure to modernize quickly: start with the friction that shows up in your data, focus on high-volume pain points, and avoid trying to fix experiences that patients already value.

Climbing healthcare’s AI Everest takes patience, humility, and strong change leadership. This episode offers a realistic look at what that journey involves.

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What happens when AI takes over healthcare admin?

Épisode 95

mardi 17 février 2026 • Durée 32:30

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In this episode of Deep Learning with PolyAI, your host Nikola Mrkšić chats with Alex Brown to unpack what happens when AI takes over the administrative work that quietly defines modern healthcare. Instead of replacing doctors and clinicians, AI is reshaping everything around them: from documentation and scheduling to the workflows that consume hours of time.

The conversation explores why healthcare resisted automation longer than other industries, why AI’s fastest wins are operational rather than clinical, and how removing administrative friction could improve experiences — for both providers and patients.

Tune in to hear:

Why healthcare’s biggest AI gains are operational, not clinical
How admin-heavy workflows shape both provider burnout and patient experience
Why “AI replacing doctors” misses the real opportunity
What efficiency actually looks like in a healthcare context
Where empathy still matters — and where automation clearly helps

If you’re curious about where AI is quietly reshaping healthcare today, tune in, and let us know what you think.

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Deep Learning with PolyAI – Détails, épisodes et analyse

Détails du podcast

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