Talking AI

HatchWorks
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Nov 4, 2025 • 35min

The Real Work of AI Translation: Frameworks, RAG, and ROI

In this episode of Talking AI, Matt Paige speaks with Olga Beregovaya, VP of AI at Smartling, about the complexities and challenges of deploying AI-powered translation systems at scale.Olga provides an overview of Smartling's platform, which leverages fully automated and human-in-the-loop translation solutions, and discusses the evaluation framework they use for selecting suitable language models.The conversation delves into the evolution of language processing from rule-based systems to transformer models, the impact of generative AI like ChatGPT on daily workflows, and the intricacies of translating diverse languages.They also explore the potential for a universal language and the importance of adaptability in AI deployment within enterprises.--Key Moments:02:39 Daily Life of a VP of AI04:04 Navigating the AI Landscape04:55 Model Evaluation Framework at Smartling08:50 Evolution of AI in Language Processing15:38 Challenges in Language Translation21:38 Enterprise Scale AI Solutions28:52 Future of Language and AI--Key Links:SmartlingConnect with OIga on LinkedInMentioned in this episode:AI Opportunity FinderFeeling overwhelmed by all the AI noise out there? The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point. In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action. 👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
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Oct 21, 2025 • 41min

AI in Healthcare: Accelerating Clinical Trials with Patrick Leung

This episode of Talking AI features an in-depth discussion with Patrick Leung, CTO and co-founder of Faro Health.The conversation explores the slow and expensive process of bringing new drugs to market through clinical trials and how AI can revolutionize this area.Patrick explains the concept of Eroom's Law and the increasing cost and complexity of clinical trials.He highlights the application of AI in clinical writing, enabling the automation of complex clinical documentation.The discussion also touches on AI's role in providing better insights, improving patient care, and the broader implications of AI in healthcare.The episode concludes with a look at the hype and reality of AI capabilities, emphasizing the need for organizations and individuals to embrace and adapt to AI innovations.--Key Moments:00:46 Challenges in Clinical Trials02:31 AI's Role in Clinical Documentation04:37 Ensuring Accuracy and Quality with AI07:40 The Future of AI in Clinical Trials12:58 Faro Health's Journey and Innovations18:25 Adapting to Advancements in AI20:14 Innovating with New AI Models21:12 Stanford AI Report Insights22:27 Healthcare Innovations and AI25:42 The Hype and Reality of AI in Healthcare28:05 The AI Hype Curve30:46 The Future of AI and Human Potential34:54 Encouragement for Aspiring Innovators--Key Links:Faro Health Inc.Connect with Patrick on LinkedInMentioned in this episode:AI Opportunity FinderFeeling overwhelmed by all the AI noise out there? The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point. In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action. 👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
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23 snips
Oct 7, 2025 • 35min

Turning Repetitive Work into Revenue with Automation

Meg Faibisch Kuhn, a former CPG marketer and self-taught AI builder, shares her insights on leveraging AI in underserved industries. She discusses transforming repetitive tasks into automated solutions, like managing large grants with ease. Meg highlights her initiative, Women Building with AI, aimed at empowering non-technical creators. With her unique blend of domain expertise and AI knowledge, she emphasizes the importance of practical applications and training for clients to maximize their potential in the evolving tech landscape.
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Sep 23, 2025 • 43min

Building Search for AI Agents with Exa

In this episode, Matt Paige and Thais Castello Branco discuss the evolving landscape of search technologies, focusing on the shift from traditional SEO to new disciplines like Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO).They explore how Long Language Models (LLMs) are transforming search behavior, causing consumers to pivot from traditional tools like Google to AI applications such as ChatGPT and Perplexity.They delve into how businesses are adapting their content strategies for AI consumption, the importance of context in AI queries, and the emerging trends in consumer and B2B search ecosystems. --Key Moments:01:17 Is SEO Dead?01:24 The Importance of SEO in AI Searches02:02 Optimizing Content for AI03:46 Exa's Unique Approach to Search06:31 Emerging Trends in GEO12:38 The Future of Internet Content18:13 Competitive Landscape in AI Search21:15 Consumer Trust in AI and Ads22:43 The Future of Search and Consumer Behavior25:19 The Importance of Context in AI Queries26:49 Introducing the Web Sets Tool28:21 Live Demonstration of Web Sets33:34 AI's Impact on Efficiency and Proactivity36:57 Favorite AI Tools and Future Prospects--Key Links:ExaConnect with Thais on LinkedInMentioned in this episode:AI Opportunity FinderFeeling overwhelmed by all the AI noise out there? The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point. In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action. 👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
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Sep 9, 2025 • 38min

Vibe Coding with Noca AI: From Prompt to Production

The video discusses the challenges and advancements in AI-driven automation tools, highlighting the dynamic and intuitive nature of generative AI.Matt Paige is joined by Avishai Gelley and Benny Tsabba, co-founders of Noca AI, a platform that integrates automation and AI coding.They address the current gaps in automation, the rise of AI agencies, and the democratization of development processes.The discussion includes a detailed look at how Noca AI simplifies integrations and automations, illustrated through live demos of their Web App Builder and Flow Builder.The conversation underscores the importance of a human-in-the-loop approach to ensure reliability and effectiveness in AI applications.--Key Moments:The Evolution of Automation with Generative AIThe Role of AI in Bridging Technical GapsThe Importance of Human Oversight in AIPractical Examples of AI in AutomationSteps to Effective Process AutomationFuture of UX/UI in an AI-Driven WorldLive Demo: Exploring Noca AI's CapabilitiesConnecting Front-End to Backend SystemsIntroduction to Flow BuilderCreating Automations with PromptsLive Demo: Customer Sync AutomationReal-Time Automation ExecutionAdvanced Automation FeaturesVibe Coding and Flow Tool Integration--Key Links:Noca AIConnect with Avishai on LinkedInConnect with Benny on LinkedInMentioned in this episode:AI Opportunity FinderFeeling overwhelmed by all the AI noise out there? The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point. In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action. 👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
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Aug 26, 2025 • 40min

AI Agents or Automation? How to Choose the Right Approach

In this insightful episode, the host is joined by Marcus McGehee, the founder of the AI Consulting Lab, to dive deep into the realm of AI automation and agents.They discuss the difference between automation and AI agents, how AI tools like make, n8n, and others are reshaping the landscape, and the concept of breaking down tasks for efficient AI application.Marcus also shares a practical example using in n8n showing how to set up an AI agent for competitive analysis and email automation, and emphasizes the importance of data organization and targeted training for successful AI adoption.Whether you are new to AI or looking to elevate your business processes, this episode provides valuable nuggets on optimizing your workflow with AI.--Key Moments:Defining Automation and AI AgentsAutomation vs AI Agents: Key DifferencesIdentifying Automation OpportunitiesCustom GPTs: A Game ChangerLive Automation ExampleFine-Tuning AI with System Assistant MessagesThe Evolution of Prompt EngineeringUsing Prompt Generators for OptimizationPractical Applications of Chat GPTSetting Up AI AutomationBuilding Effective AI ToolsCompetitive Insights and Use CasesChallenges in AI AdoptionThe Importance of Data Quality--Key Links:The AI Consulting LabConnect with Marcus on LinkedInMentioned in this episode:AI Opportunity FinderFeeling overwhelmed by all the AI noise out there? The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point. In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action. 👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
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Aug 12, 2025 • 30min

The Truth About AI Wrappers (And What Actually Matters)

In this episode, Steve Morin, a veteran software engineer from Silicon Valley who has worked with major companies such as Instagram, Autodesk, Yahoo, and Asana, shares his insights on AI strategy, industry trends, and the challenges of integrating new technologies such as generative AI.The discussion covers various topics including the concept of AI 'wrappers,' the importance of brand and consumer preference, the future of user experience, and effective change management for adopting AI tools within engineering teams.Steve also elaborates on the nuances of building AI-native companies, the strategic importance of design and user experience, and the necessity of tailored change management approaches for successful AI integration.--Key Moments:Discussing AI WrappersConsumer Preferences and BrandingDefensibility in AI StartupsVoice Technology and Full-Stack AI StartupsAdopting AI in Engineering Teams--Key Links:Connect with Steve Morin on LinkedInMentioned in this episode:AI Opportunity FinderFeeling overwhelmed by all the AI noise out there? The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point. In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action. 👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
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Jul 29, 2025 • 33min

The Interview Process Is Broken. AI Can Fix It

In this episode, we explore the complexities and innovations in the realm of job interviews introduced by AI technology. Our guest, Ken Schumacher, founder of Ropes AI, shares insights on how AI is transforming the hiring process. From high school students using ChatGPT for homework to candidates using AI avatars in interviews, the conversation delves into how Ropes AI is leveraging advanced technologies to create custom, bias-free, and effective interview assessments. Ken discusses the importance of personalized and adaptable testing environments, the future of AI in public services, and how AI tools can democratize access to job opportunities. The discussion also touches on the potential of AI voice agents and Ropes AI's recent funding and expansion.--Key Moments:The Rise of AI in InterviewsThe Philosophy Behind Ropes AIChallenges and Solutions in AI-Powered InterviewsThe Future of AI in Hiring and DevelopmentBuilding with AI: Insights and ExperiencesCustomizing and Assessing with AIConcluding Thoughts and Future DirectionsClosing Remarks and Contact Information--Key Links:Ropes AIConnect with Ken Schumacher on LinkedInMentioned in this episode:AI Opportunity FinderFeeling overwhelmed by all the AI noise out there? The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point. In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action. 👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
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Jul 15, 2025 • 43min

Open vs. Closed: Why AI Belongs to Everyone

Join us as we talk with Robert Ranson, director and founding member of the Agentics Foundation, about the impactful role of AI in today's world.Learn about the Agentics Foundation's commitment to building scalable, intuitive, and human-centered agentic AI systems and delve into the debate on open source versus closed source AI.Robert also discusses his book, 'The AI Dividend,' and his vision for a post-labor economy.Hear more about the thriving AI Hacker Space community spearheaded by Reuven Cohen and the innovative tools like RuCode and vibe coding sessions that are shaping the future of AI development.Perfect for anyone interested in AI, technology, and the future of work.--Key Moments:Meet Robert Ranson: A Renaissance ManThe Origin of the AI Hacker SpaceOpen Source vs Closed Source DebateThe Concept of Agentic EngineeringOptimizing AI Tools and Business ModelsExploring Different AI IDEsDeep Dive into RuCode and Custom ModesThe Power of Lovable and Superbase IntegrationThe AI Dividend and Future of WorkThe Awareness Layer and Competitive Research--Key Links:Human RaceAgentics FoundationConnect with Robert Ranson on LinkedInMentioned in this episode:AI Opportunity FinderFeeling overwhelmed by all the AI noise out there? The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point. In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action. 👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
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Jul 1, 2025 • 47min

From Boring to Viral: How Businesses Can Use ChatGPT's Images to Stand Out

In this episode, the host introduces Dan Scalco, an entrepreneur and the founder of Digitalux and It's Better With AI, to discuss the 'blank canvas problem' faced by AI users today.Dan explains how users, overwhelmed by AI's endless possibilities, can start using tools like ChatGPT's image generation feature to add real business value. Throughout the episode, Dan walks through his framework for creating impactful social media, email marketing, and advertisement visuals from simple prompts. He emphasizes the iterative process of refining AI-generated images and adds nuances like incorporating photos and adjusting prompts. The discussion showcases examples, live demos, and practical advice, ensuring listeners can efficiently apply AI in various business contexts.--Key Moments:Understanding the Blank Canvas ProblemThe Importance of Context in AIDiving into Image GenerationUsing AI for Business VisualsCreating Engaging Social Media ContentCreating a Facebook Ad with AIFine-Tuning AI-Generated ImagesThe Rapid Evolution of AIStep-by-Step AI Ad Creation TutorialGenerating Compelling PromptsIterating and Improving AI OutputsUsing AI for Various Creative ProjectsTips for Better AI Image Generation--Key Links:It's Better With AIDigitaluxConnect with Dan Scalco on LinkedInPresentation DeckMentioned in this episode:AI Opportunity FinderFeeling overwhelmed by all the AI noise out there? The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point. In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action. 👉 Try it now at https://hatchworks.com/ai-opportunity-finder/

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