Episodes

RAG, LLMs & the Hidden Costs of AI: What Companies Must Fix Before It’s Too Late
96
Dec. 5, 2025

RAG, LLMs & the Hidden Costs of AI: What Companies Must Fix Before It’s Too Late

Most enterprises dramatically underestimate the true risks, costs, and vulnerabilities hidden inside their AI systems.In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Dorian Selz, co-founder and CEO of Squirro, to explore why modern organizations are not nearly as prepared for AI as they believe.Dorian breaks down how poor architectural choices can lead to massive operational expenses, including a real-world example of a $4 million-per-month LLM bill caused by misusing generative AI. He explains why Retrieval-Augmented Generation (RAG) has become essential for accuracy, cost control, and security in enterprise environments, and how exposing full documents to LLMs creates unnecessary risks.The conversation dives deep into the growing gap between perceived and actual AI safety, the importance of guardrails, auditability, and observability, and the often-overlooked role insurance companies will play in shaping future AI governance. Dorian also…
The Future of AI Assistants! Why Your Data Will Soon Talk Back to You | Mustafa Parekh
95
Nov. 28, 2025

The Future of AI Assistants! Why Your Data Will Soon Talk Back to You | Mustafa Parekh

In this episode of An Hour of Innovation podcast, Vit Lyoshin interviews Mustafa Parekh, tech entrepreneur and founder of Lazy Admin, to explore how AI is redefining the way companies understand and act on their data. Mustafa explains how Lazy Admin transforms complex Salesforce and CRM information into insights, visual dashboards, and strategic recommendations, all in seconds and without exposing sensitive data.The conversation highlights the emergence of AI assistants, the shift toward personalized AI, and the importance of tools that understand a company’s internal language, acronyms, and business context. Mustafa also outlines how his team developed a privacy-focused “Zero-Data-Exfiltration” architecture, enabling organizations to gain AI-powered insights while keeping all data securely inside their CRM.Beyond the product itself, the episode covers broader themes such as AI ethics, global competition, job displacement, and the potential future impact of AGI paired with rob…
AI Glasses That Have Something All Others are Missing | Bobak Tavangar
94
Nov. 21, 2025

AI Glasses That Have Something All Others are Missing | Bobak Tavangar

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Bobak Tavangar, Co-Founder & CEO of Brilliant Labs, and one of the most forward-thinking voices in wearable AI. Bobak shares why he left Apple to champion open-source hardware, how Brilliant Labs is building AI glasses that protect privacy by design, and why he believes the next era of computing should amplify human agency, not undermine it.Together, they explore the philosophy and engineering behind Halo, the world’s first open-source AI glasses with real-time AI memory, multimodal sensing, and 14-hour battery life packed into a lightweight frame. Bobak explains how his team solved enormous challenges in hardware design, why most competitors rely on off-the-shelf components, and why building ethical, human-first AI requires total transparency from the ground up.The conversation goes into the future of wearable AI, from personal memory systems to real-world contextual assistance, and explores the…
Why AI Fails in Most Companies! And How to Fix It | Tullio Siragusa
93
Nov. 14, 2025

Why AI Fails in Most Companies! And How to Fix It | Tullio Siragusa

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Tullio Siragusa, strategist, author, and creator of the EmpathIQ Framework™, to unpack the real reasons behind failed AI transformations and what leaders must do differently.Tullio reveals that AI failure has little to do with algorithms or tools. Instead, it stems from outdated organizational design, slow decision-making, disengaged teams, and leadership models rooted in the Industrial Age. AI thrives in environments that are autonomous, fast-moving, and human-centered, yet most companies still operate on rigid, top-down systems that choke innovation.Together, Vit and Tullio explore how empathy, emotional intelligence, and decentralized decision-making are becoming essential ingredients in successful AI adoption. Tullio breaks down his EmpathIQ Framework™, a model that has helped organizations triple productivity without increasing headcount by focusing on collaborative OKRs, self-management, pu…
How AI Is Reducing Healthcare Costs and Helping Doctors Focus on Patients | Zach Evans
92
Nov. 7, 2025

How AI Is Reducing Healthcare Costs and Helping Doctors Focus on Patients | Zach Evans

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Zach Evans, Chief Technology Officer at Xsolis, a healthcare analytics company using AI to bridge the gap between hospitals and insurance providers. Zach explains how Xsolis’s Dragonfly platform leverages predictive analytics, generative AI, and real-time data to streamline operations, reduce administrative friction, and help clinicians focus on patient care.You’ll hear how hospitals spend nearly 25 percent of their revenue on administrative work, and how AI can eliminate much of that waste. Zach shares how predictive algorithms can determine patient status with 99 percent accuracy, preventing costly claim denials, and how generative AI now drafts clinical reviews, saving doctors hours each day. He also discusses the growing importance of cybersecurity in healthcare, the shift from reactive to proactive protection, and the next wave of innovation with agentic and ambient AI, systems that automate rou…
The Future of Software! When AI Becomes Your Reliability Team | Spiros Xanthos
91
Oct. 26, 2025

The Future of Software! When AI Becomes Your Reliability Team | Spiros Xanthos

In this episode of An Hour of Innovation podcast, host Vit Lyoshin talks with Spiros Xanthos, Founder and CEO of Resolve AI, about how artificial intelligence is transforming the way software is built, maintained, and scaled. Spiros shares how Resolve AI is pioneering AI-driven Site Reliability Engineers - intelligent agents capable of managing production systems autonomously and freeing humans from the endless cycle of on-call alerts and incident response.The conversation explores the future of AI in DevOps, what it takes to build trust between humans and AI, and why autonomous systems will change how teams approach reliability, operations, and innovation. Spiros opens up about his entrepreneurial journey, the lessons learned from building multiple startups, and the challenges of launching an AI company in one of the fastest-moving industries in tech.Listeners will gain insights into:* The difference between AI coding assistants and true AI agents that can operate systems.…
Digital Immortality! How AI Can Preserve Your Voice, Wisdom, and Legacy | Rob LoCascio
90
Oct. 19, 2025

Digital Immortality! How AI Can Preserve Your Voice, Wisdom, and Legacy | Rob LoCascio

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Rob LoCascio, the visionary founder of LivePerson and creator of Uare.ai (Formerly Eternos), to explore the future of human-centered AI and the concept of digital immortality.Rob shares how Uare.ai (Formerly Eternos) builds deeply personal AI avatars that replicate not just how you sound, but how you think and make decisions. By combining voice modeling with what he calls “zero-party data,” your untold stories and life experiences, Uare.ai (Formerly Eternos) creates digital versions of people that can carry on conversations, offer advice, and even preserve emotional connections.He tells the moving story of the company’s first user, a terminally ill man who recorded 25 hours of his life and later spoke to his AI self, creating a powerful proof of concept for the emotional and human side of AI.The conversation expands into topics like privacy, data ownership, AI ethics, and how personal AI coul…
The Future of Medicine! AI That Listens to Your Voice for Early Disease Detection | Henry O’Connell
89
Oct. 12, 2025

The Future of Medicine! AI That Listens to Your Voice for Early Disease Detection | Henry O’Connell

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Henry O’Connell, CEO and Co-Founder of Canary Speech, to explore how artificial intelligence is transforming medicine through voice analysis. Henry shares how an eight-hour conversation in a bagel shop with Jeff Adams, the creator behind Amazon’s Alexa and Dragon NaturallySpeaking, led to the birth of a company redefining healthcare diagnostics.Canary Speech’s groundbreaking technology analyzes how we speak rather than what we say. By studying over 2,500 vocal biomarkers every few milliseconds, the system can process 15 million data points per minute, detecting patterns linked to diseases like Parkinson’s, Alzheimer’s, depression, anxiety, and more. This innovation allows for non-invasive, real-time health monitoring using devices as common as smartphones and smartwatches.Henry discusses how Canary Speech collaborates with leading institutions such as Harvard’s Beth Israel Hospital, Samsung, and …
Why Longevity Is the New Wealth: How to Invest in Your Future Self | Jon Sabes
88
Oct. 5, 2025

Why Longevity Is the New Wealth: How to Invest in Your Future Self | Jon Sabes

What if living longer came with hidden risks and opportunities most people ignore?In this episode of An Hour of Innovation podcast, host Vit Lyoshin welcomes Jon Sabes, longevity entrepreneur and author of Healthy, Wealthy, Longevity, to unpack one of the most important shifts of our generation: how living longer changes everything, from how we age to how we plan, spend, and invest.Jon shares powerful insights from his book and experience as founder of Longevity Financial Partners, where he’s pioneering financial products designed for the modern era of aging. He explains how health, wealth, and purpose intersect, and why ignoring any one of them could cost you your future self.You’ll learn:* Why longevity without planning can become your biggest financial liability* What the Power Nine from the Blue Zones can teach us about aging well* How small, daily habits like movement and connection boost healthspan* The future of insurance and financial tools built for people…
The Power of Emotional Design in Product Management | Nesrine Changuel on Product Delight
87
Sept. 27, 2025

The Power of Emotional Design in Product Management | Nesrine Changuel on Product Delight

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Nesrine Changuel, former product leader at Google, Spotify, and Microsoft, and author of the Product Delight book. Together, they explore why emotional design is the missing link in product management and how companies can build products people truly love.Nesrine shares powerful stories from her career, including how Chrome addressed user stress with the “inactive tabs” feature and why Spotify’s biggest hits like Discover Weekly emerged from hack weeks, not executive mandates. She explains her Delight Framework, a four-step model that helps teams identify emotional motivators, turn them into opportunities, and balance functionality with delight. The discussion dives into why product management is not about B2B or B2C, but B2H, business to human, and how emotional motivators shape user behavior across industries, even in enterprise tools like GitHub and Jira.You’ll also hear Nesrine’s perspective …
Why Vibe Coding Might Get You Hacked! Why AI Tools Act Like Junior Devs | Eric Müller
86
Sept. 19, 2025

Why Vibe Coding Might Get You Hacked! Why AI Tools Act Like Junior Devs | Eric Müller

In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with Eric Müller to explore how AI is transforming software development and the hidden risks developers and leaders need to understand.Eric explains why tools like GitHub Copilot and other AI code assistants should be treated like enthusiastic but inexperienced junior developers. While they boost productivity and accelerate boilerplate coding, they also introduce serious risks, from hallucinated libraries and insecure dependencies to bloated, unmaintainable codebases.Together, they unpack the rise of "vibe coding", the growing trend of developers generating code with AI tools without truly understanding what the code does. Eric reveals how this approach can lead to poor software quality, technical debt, and even security vulnerabilities like supply chain attacks.The conversation also touches on:* How to safely integrate AI into engineering workflows* Why junior developers are still essential in…
AI in the Real World! How AI Predicts Human Behavior | Galvin Widjaja
85
Sept. 12, 2025

AI in the Real World! How AI Predicts Human Behavior | Galvin Widjaja

In this episode of An Hour of Innovation podcast, host Vit Lyoshin welcomes Galvin Widjaja, founder and CEO of Lauretta.io, to explore how AI in the real world is moving far beyond simple people-counting. Galvin explains how his company uses computer vision AI and non-biometric tracking to understand human behavior in physical spaces like malls, airports, and casinos, not by recognizing faces, but by interpreting context and intent.He shares striking examples of how AI can infer suspicious behavior even without directly observing it, such as identifying someone planting a bomb based on patterns of movement. We also dive into retail applications, where AI uncovers hidden customer demand, and security use cases, where AI serves as an “extra pair of eyes” for human guards in high-risk areas.Galvin pulls back the curtain on casino surveillance, describing why casinos are the most heavily monitored spaces in the world and how AI helps detect subtle cheating behaviors. He also looks…
Can AI Replace Engineers? Agentic AI, Code Testing, and Real Enterprise Adoption | Ben Carle
84
Sept. 6, 2025

Can AI Replace Engineers? Agentic AI, Code Testing, and Real Enterprise Adoption | Ben Carle

In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with Ben Carle, CEO of FullStack Labs, about the practical and provocative intersection of AI and software engineering. With a Ph.D. in computer science and years leading engineering teams, Ben brings deep insight into how enterprises are actually using AI, not just dreaming about it.They explore how agentic AI is being applied to real workflows, from tools that now grade 80% of FullStack’s developer interviews to AI systems that evaluate sales calls and streamline compliance. Ben shares why AI won’t replace engineers anytime soon, but how it can supercharge senior developers, change how we test code, and shift the way teams think about developer productivity.This conversation cuts through the hype and offers actionable insights on how companies can responsibly adopt AI by focusing on clean data, reliable outputs, and small, proven wins before scaling. Whether you're leading a dev team, managing a produc…
How AI and Data Co-Ops Are Changing Marketing, Privacy, and Trust | Brian Perks
83
Sept. 1, 2025

How AI and Data Co-Ops Are Changing Marketing, Privacy, and Trust | Brian Perks

In this episode of An Hour of Innovation podcast, host Vit Lyoshin talks with Brian Perks, Founder and Chief Strategy Officer of Five by Five, about how AI and data co-ops are transforming the way businesses access and validate information.Brian shares the story behind Five by Five, which started as an informal exchange of data among platforms and grew into a cooperative model that disrupts the traditional data broker industry. He explains why “no one’s data is as good as everyone’s data,” how billions of daily validation signals create a comprehensive identity graph, and why the best way to validate data is to actually consume it.The conversation explores powerful insights: a live email address is now worth more than a Social Security number on the dark web; privacy trade-offs shape how we experience personalization and targeted ads; and fraud prevention increasingly depends on mapping the digital and offline footprints of identity. Brian also explains how efficiency in data …
How Human Knowledge Powers AI: Data Quality, Bias & Blockchain Payments | Rowan Stone
82
Aug. 23, 2025

How Human Knowledge Powers AI: Data Quality, Bias & Blockchain Payments | Rowan Stone

In this episode of An Hour of Innovation podcast, host Vit Lyoshin welcomes Rowan Stone, CEO of Sapien, to explore how human knowledge powers the future of artificial intelligence.AI is only as good as the data it’s trained on, and while algorithms and computing power can be scaled with money, access to high-quality, diverse, and unbiased human data remains the biggest bottleneck in AI. Rowan explains how Sapien connects enterprises building specialized AI models with a global network of contributors - from doctors and engineers to musicians and everyday people - who provide the data needed to train smarter, safer, and more reliable systems.The conversation covers critical topics shaping the future of AI, including:* Why data quality matters more than algorithm design.* How *bias enters AI systems and what can be done to mitigate it.* Real-world examples, from autonomous vehicles failing in new cities to doctors using AI to improve diagnostics.* How blockchain technolo…
The Future of UX in the Age of AI — And Why It Still Needs Humans! | Nick Cawthon
81
Aug. 16, 2025

The Future of UX in the Age of AI — And Why It Still Needs Humans! | Nick Cawthon

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Nick Cawthon, a seasoned UX designer, researcher, educator, and founder of Gage, to explore how user experience is evolving in the age of AI — and why great UX still needs humans at its core.Nick takes us back to the early days of the internet and the iPhone revolution, explaining how the rise of design systems transformed UX from aesthetics into an experience-first discipline. He introduces the British Design Council’s Double Diamond framework, showing how research and design must work hand in hand to ensure teams are not only “designing the thing right” but also “designing the right thing.”The conversation dives into the balance between quantitative and qualitative research, illustrated through projects like analyzing 44 million Airbnb reviews, and highlights the importance of combining data with real human stories. Nick shares a memorable story of a San Francisco taqueria juggling eight iPads …
AI in Supply Chain: Last Mile Delivery, Logistics and Supply Chain Management | Richard Savoie
80
Aug. 8, 2025

AI in Supply Chain: Last Mile Delivery, Logistics and Supply Chain Management | Richard Savoie

In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with Richard Savoie, co-founder and CEO of Adiona Tech, about how AI is transforming supply chain management, last-mile delivery optimization, and logistics efficiency.Richard shares how a personal observation sparked Adiona’s journey, eventually leading to a platform that helps large enterprises cut costs, reduce carbon emissions, and improve delivery performance. He explains why 53% of delivery costs and emissions occur in the last mile and reveals the surprising fact that many commercial fleets operate 40% empty.The conversation dives into how AI, simulation modeling, and predictive analytics are used to automate route planning, consolidate fleets, and improve operational efficiency, while also enabling organizations to transition to electric vehicles and more sustainable logistics practices. Richard discusses the role of agentic AI, the potential of quantum computing in route optimization, and the im…
DevOps with AI! Transforming Cloud Workflows and Reducing Waste | Ardhendu Tripathy
79
July 31, 2025

DevOps with AI! Transforming Cloud Workflows and Reducing Waste | Ardhendu Tripathy

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Ardhendu Tripathy, AI Lead at OpsCanvas and former assistant professor in machine learning, to explore how artificial intelligence is transforming the world of DevOps.Ardhendu explains how OpsCanvas is helping teams optimize infrastructure, reduce cloud waste, and gain clear visibility into their deployments - all powered by AI. He dives into the challenges of managing cloud sprawl, the concept of “zombie resources,” and how OpsCanvas enables teams to automate deployments, monitor environments, and cut unnecessary cloud costs without reinventing their entire stack.The conversation also covers:* How AI is being integrated into CI/CD pipelines* Why DevOps is a harder domain to automate than people think* The importance of guardrails and human oversight when using AI* The potential future of DevOps with task-specific AI agentsArdhendu shares his insights on the responsible use of AI, t…
From Toxic Culture to Trusted Leadership! 10 Rules for Building High-Performing Team | Kyle McDowell
78
July 24, 2025

From Toxic Culture to Trusted Leadership! 10 Rules for Building High-Performing Team | Kyle McDowell

In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with Kyle McDowell, former Fortune 10 executive, leadership coach, and author of Begin With WE. After spending decades in high-powered corporate roles, Kyle became disillusioned with ego-driven leadership and toxic workplace cultures. He stepped away from the status quo to reimagine leadership through a principle-based lens — and developed a framework known as the 10 WE Principles.Kyle shares the personal turning points that sparked his transformation, including the moment he realized he was leading in ways he once despised. He explains how the 10 WE Principles — starting with "We do the right thing" and ending with "We obsess over details" — helped him rebuild trust, performance, and culture across large, complex teams. Kyle also reflects on what it takes to lead with authenticity, how to handle skepticism and resistance, and why true leadership starts with self-reflection and daily discipline.Whether y…
The Future of Climate Tech: Carbon Capture, Carbon-Negative Homes & Sustainability | Josh Dorfman
77
July 18, 2025

The Future of Climate Tech: Carbon Capture, Carbon-Negative Homes & Sustainability | Josh Dorfman

In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with Josh Dorfman, climate tech entrepreneur and co-founder of Plantd, a company pioneering carbon-negative building materials made from fast-growing perennial grass. Josh shares the fascinating story of how a chance conversation with a former SpaceX engineer during the pandemic led to the birth of Plantd and its bold mission to revolutionize the construction industry.You’ll hear how Josh and his team are building a vertically integrated company, growing their own raw materials, designing proprietary manufacturing equipment, and working directly with farmers and major builders like D.R. Horton. The episode explores the challenges and breakthroughs of developing new materials, scaling sustainable manufacturing, and replacing wood with faster, carbon-sequestering alternatives.The conversation then expands to Josh’s broader perspective on climate innovation, drawn from his work as the host of Supercool, a p…
The Future of Job Search! This AI Career Tool Builds Your Story | Vrijen Attawar and Logan Currie
76
July 13, 2025

The Future of Job Search! This AI Career Tool Builds Your Story | Vrijen Attawar and Logan Currie

In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with Vrijen Attawar and Logan Currie, co-founders of Careerspan — an AI-powered platform redefining how people build, communicate, and grow their careers.Vrijen, a former McKinsey consultant, and Logan, an education and edtech leader, share their journey from one-on-one coaching to launching a scalable, AI-driven career tool that acts like a lifelong career companion. They dive into why resumes are outdated, how their platform captures “career IP” (your skills, stories, and values), and how AI can make the job search more personalized, equitable, and reflective of who you really are.We also explore the challenges of building an AI product rooted in deep self-reflection, the importance of semantic reasoning in hiring, and what the future of job search might look like without traditional resumes.If you're in the job market, exploring your next move, or simply curious about how AI is transforming career…
What Does It Really Take to Scale a Startup to $70M in 8 Months? | Phil Neil
75
July 8, 2025

What Does It Really Take to Scale a Startup to $70M in 8 Months? | Phil Neil

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Phil Neil, a serial entrepreneur and investor who scaled his healthcare startup, Neobex, to $70 million in revenue and over $30 million in EBITDA in just eight months, during the peak of the COVID-19 pandemic. Phil shares the dramatic story behind that growth, including how he pivoted the business in the face of collapse, took a personal $450K risk, and navigated internal conflict and supply chain chaos.Beyond the business tactics, Phil dives into the emotional and mental challenges founders face when scaling under pressure. He introduces two of his signature frameworks: *The Shadow of Entrepreneurship™* and *The Courage Compass™*, which help leaders manage fear, uncertainty, impostor syndrome, and decision fatigue. The conversation explores the intersection of intuition, emotional resilience, and strategic execution, offering powerful lessons for anyone building something from scratch.Whether you're a f…
How to Leverage AI-Powered Customer Feedback to Scale Faster and Grow Smarter | Eli Portnoy
74
July 4, 2025

How to Leverage AI-Powered Customer Feedback to Scale Faster and Grow Smarter | Eli Portnoy

In this episode of An Hour of Innovation podcast, Vit Lyoshin sits down with Eli Portnoy, a seasoned entrepreneur and founder of BackEngine.ai, to explore how AI is changing the game when it comes to customer feedback and product development.Eli shares his journey building multiple tech companies and the insight that led him to start BackEngine - a platform that transforms scattered customer interactions across emails, video calls, and support tickets into structured, actionable insights. Together, they dive into why traditional feedback loops break as companies scale, how AI can automate the messy parts of product discovery, and how product, customer success, and marketing teams can align around the voice of the customer.You’ll also hear how BackEngine’s AI helps validate feature ideas, surface hidden churn risks, and even generate synthetic customer surveys - all with the goal of helping teams build smarter, faster, and more confidently.Whether you're a founder, product …
How to Go From MVP to Product Market Fit Without Burning Out | Ali Hafizji
73
June 27, 2025

How to Go From MVP to Product Market Fit Without Burning Out | Ali Hafizji

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Ali Hafizji, founder and CEO of Wednesday Solutions, an AI-powered product engineering company that helps startups scale beyond MVP. Together, they explore what really happens after you launch your MVP and why so many startups stall before reaching product-market fit.Ali shares hard-earned lessons from working with dozens of early-stage companies and introduces his Vibe Sprints methodology, an AI-enhanced, outcome-driven approach to product development that helps lean teams move faster without burning out. He explains why focusing on vanity metrics, building too many features, or hiring too early can sabotage growth, and what founders should prioritize instead.You’ll learn:* What to focus on in the first 30 days post-MVP* How Vibe Sprints differ from Agile Sprints* Common “silent killers” between MVP and PMF* What lean, high-performing teams really look like today* How to scale without …