Talking AI

In this bonus episode of Talking AI, Omar Shanti, CTO of HatchWorks AI, breaks down how LangChain’s abstractions have both helped and hindered AI innovation.He explains why these tools, while useful for quick starts, can sometimes make simple tasks harder as projects scale. The conversation highlights where LangChain shines and where it falls short.Viewers will hear insights on why prompt engineering and tuning are more challenging than building agent tools. Omar shares how over-abstraction can cause issues when taking projects into production, leading many to rethink their toolkits.If you’re working with LangChain or similar abstraction tools, this episode gives you practical advice on avoiding common pitfalls and understanding when these abstractions might not serve your needs.Key Moments:Introduction to LangChain’s abstractionsWhat is abstraction?LangChain’s pros and consChallenges with LangChain in productionObservability and orchestrationHow much orchestration do you need?Final thoughts on using LangChainKey links: HatchWorks AIConnect with Omar 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/

Is AI-generated content really good enough to compete in the highly competitive world of search engine optimization? This was a question that Tim Hanson had early on in his AI journey, as many of us were experimenting with ChatGPT and other tools with varying results. His solution? Penfriend.ai – a tool that generates articles based on proven content strategies without the need for traditional prompting. As Co-Founder and Chief Creative Officer, Tim joins the Talking AI podcast to delve into the world of AI-powered content and how Penfriend avoids the dreaded “AI wrapper” label. We hear Tim’s journey of developing Penfriend, inspired by his background in SEO and experience constantly adapting to Google’s algorithm tweaks. He tells host Matt Paige about the top mistakes he’s seen marketers make when using AI, and how his solution is built to mimic the multiple complex decisions a human makes before writing an SEO article. Tim's approach demonstrates that successful AI integration goes far beyond simple prompts, involving complex workflows, proprietary data, and a nuanced understanding of the target audience. Key moments:Creating value with an AI solutionThe importance of effective prompting and not overloading AI with too many tasksComparison of human decision-making in blog creation vs. using a single AI promptPenfriend’s approach to using different AI models for specific tasksThe non-linear process of keyword research and title selection in PenfriendHow Penfriend uses different prompts for various blog sectionsDiscussion on how AI is affecting SEO practicesThe biggest challenges and lessons learned when creating PenfriendWhat Tim’s most excited about in the future of AI content creationKey links: PenfriendConnect with Tim 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/

Gen AI promises to completely transform our world, from how we work to how we live. But do the core first principles in product management and strategy change with this new technology? Join Matt as he digs into this question with Uday Kumar, Principal - Data and AI Product Management at Metashore. Uday shares his insights on maintaining core principles in product management while leveraging the new tools and technologies offered by generative AI. He emphasizes that while the fundamentals of understanding customer needs and solving problems remain unchanged, generative AI presents a new and compelling toolset. They also discuss the potential of generative AI to revolutionize sectors like healthcare, fintech, and education by making complex technological solutions more user-centric and effective and highlight the importance of 'falling in love with the problem'—spending significant time understanding the issue before looking at the tools available to solve it. The conversation also explores how organizations can start integrating generative AI into their operations. Key moments:Gen AI and product strategyFundamentals of project management in the age of AIChallenges and opportunities with gen AIImplementing gen AI in organizationsData considerations and security in AI Strategic implications of gen AIThe future of AI Agents and project managementHow to get in touch with Uday Key links: MetashoreConnect with Uday 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/Gen AI Innovation WorkshopGenerative AI is revolutionizing industries, staying ahead means not just understanding its capabilities but actively leveraging them. This episode dives into Hatchworks' cutting-edge Generative AI Innovation Workshop, designed to equip businesses with the knowledge and tools needed for success in this transformative landscape. Join us as we explore: 1. Introduction to Generative AI: An overview of how generative AI is reshaping industries and why it's critical for businesses to adapt. 2. Hatchworks' Innovation Workshop: A detailed look into our full-day immersive workshop focused on generative AI. Discover how we combine learning, hands-on ideation, and practical building activities to enhance your understanding and application of AI in your business. 3. Foundational Concepts: Insight into the key concepts of generative AI and how they apply to your specific domain, paving the way for innovative thinking and application. 4. Use Case Development: Learn how we guide participants through the process of identifying and developing real-world use cases tailored to their business and industry needs. 5. Custom GPT Creation: An exciting peek into how we build a custom GPT model based on defined use cases, offering a glimpse into the tailored solutions that can drive your business forward. Whether you're looking to deepen your understanding of generative AI or seeking actionable ways to implement AI strategies in your business, this episode is a must-listen. Dive in with us at the Hatchworks Innovation Workshop and start unlocking the full potential of generative AI for your business.

What if the future of work is not just about humans collaborating with machines, but about creating entire organizations that operate through AI agents? In this episode of the Talking AI podcast, host Matt Paige unpacks this concept with Alan Wunsche, Managing Partner at Agentware AI and an expert in organizational change and emerging technologies. Together, they discuss the rise of "agentic organizations," where AI agents are not merely tools but integral members of the workforce, executing tasks autonomously and enhancing productivity.Alan draws parallels between the current AI revolution and historical technological advancements, such as the printing press. He explains how organizations are beginning to give AI agents more agency, allowing them to take on responsibilities and make decisions that were once the domain of human workers. They also discuss the challenges organizations face in implementing AI agents, the critical role of HR leaders in managing the transition, and lots more. Key moments:A look at ‘agentic organizations’ Comparison of AI’s impact to historical technological revolutionsA look at the transition of AI from assistant roles to autonomous agentsThe critical role of HR leaders in managing organizational change related to AI Insights into the challenges organizations face adapting to the advancementsWhat the potential displacement of knowledge workers due to AI advancements could look likeHow to equip employees with new skills to thriveThe evolving relationship between humans and AI agentsWhere people can connect with Alan Key links: Alan's BookConnect with Alan on LinkedInMentioned in this episode:Gen AI Innovation WorkshopGenerative AI is revolutionizing industries, staying ahead means not just understanding its capabilities but actively leveraging them. This episode dives into Hatchworks' cutting-edge Generative AI Innovation Workshop, designed to equip businesses with the knowledge and tools needed for success in this transformative landscape. Join us as we explore: 1. Introduction to Generative AI: An overview of how generative AI is reshaping industries and why it's critical for businesses to adapt. 2. Hatchworks' Innovation Workshop: A detailed look into our full-day immersive workshop focused on generative AI. Discover how we combine learning, hands-on ideation, and practical building activities to enhance your understanding and application of AI in your business. 3. Foundational Concepts: Insight into the key concepts of generative AI and how they apply to your specific domain, paving the way for innovative thinking and application. 4. Use Case Development: Learn how we guide participants through the process of identifying and developing real-world use cases tailored to their business and industry needs. 5. Custom GPT Creation: An exciting peek into how we build a custom GPT model based on defined use cases, offering a glimpse into the tailored solutions that can drive your business forward. Whether you're looking to deepen your understanding of generative AI or seeking actionable ways to implement AI strategies in your business, this episode is a must-listen. Dive in with us at the Hatchworks Innovation Workshop and start unlocking the full potential of generative AI for your business.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/

Amir Behbehani, Founder and Chief AI Engineer at Memra and former AI research scientist at Google and Meta, dives into the transformative potential of agentic AI. He unpacks the challenges of current AI systems, highlighting memory management and data orchestration. Amir introduces an emergent five-layer AI stack for enhanced functionality and discusses the significance of vector and graph databases. He envisions a future where AI reshapes the labor market, encouraging entrepreneurial endeavors through improved productivity and automation.

Welcome to the Talking AI podcast, where we dive deep into the world of artificial intelligence with host Matt Paige. Formerly known as the Built Right podcast, Talking AI brings you insightful conversations with AI experts, founders of AI products, and industry leaders who are leveraging AI in their businesses. Whether you're an AI expert or a beginner, our episodes will help you understand how AI technology works and how early adopters are deriving value from it. New episodes drop starting August 6th.Key links:Talking AI

Like many other tech fields, software development is being impacted by the mass uptake of artificial intelligence. But how exactly has the role of a software developer changed, and what will that role look like in the future?In this special edition of the Built Right podcast, our CEO, Brandon Powell, sits down with J Schwan, the new Executive Chairman of HatchWorks, to explore the impact of generative AI on software development. With over 25 years in the digital consultancy space, J is an angel investor and Founder of The Second Mountain, a coaching and early-stage investment fund for technology services underdogs. He joins the podcast to share his perspectives on the democratization of AI tools, how AI is changing development processes, and the evolving role of a software engineer. In J’s mind, AI isn’t here to replace software developers and they will still need to know the basics of building applications, but AI could hand them the tools for more impactful work. We also talk about the wider impacts on business models, the role of agents, the potential for more bespoke AI applications, and practical advice for CIOs navigating the current AI hype. Join us on this episode of the Built Right Podcast as we dive deep into the world of Generative AI and its transformative impact on software development and business. Subscribe now to stay ahead of the curve and never miss an insight from the leading minds in tech. If you enjoyed this episode, leave us a review and share it with your network! Let's build the future together!Key moments:An engineer’s perspective on the disruptive power of generative AIHow generative AI became democratized with chat interfaces How the hype around AI mirrors transformative technologies of the past Why we’re still in the early days of AI’s full potential How AI will change the role of software engineersThe role of agents in software developmentThe impact of AI on business modelsAdvice for aspiring software engineersNavigating the AI hype cycleKey links: Connect with J on LinkedInMentioned in this episode:Gen AI Innovation WorkshopGenerative AI is revolutionizing industries, staying ahead means not just understanding its capabilities but actively leveraging them. This episode dives into Hatchworks' cutting-edge Generative AI Innovation Workshop, designed to equip businesses with the knowledge and tools needed for success in this transformative landscape. Join us as we explore: 1. Introduction to Generative AI: An overview of how generative AI is reshaping industries and why it's critical for businesses to adapt. 2. Hatchworks' Innovation Workshop: A detailed look into our full-day immersive workshop focused on generative AI. Discover how we combine learning, hands-on ideation, and practical building activities to enhance your understanding and application of AI in your business. 3. Foundational Concepts: Insight into the key concepts of generative AI and how they apply to your specific domain, paving the way for innovative thinking and application. 4. Use Case Development: Learn how we guide participants through the process of identifying and developing real-world use cases tailored to their business and industry needs. 5. Custom GPT Creation: An exciting peek into how we build a custom GPT model based on defined use cases, offering a glimpse into the tailored solutions that can drive your business forward. Whether you're looking to deepen your understanding of generative AI or seeking actionable ways to implement AI strategies in your business, this episode is a must-listen. Dive in with us at the Hatchworks Innovation Workshop and start unlocking the full potential of generative AI for your business.Talking AI - Conversations with AI experts and early adoptersWelcome to the Talking AI podcast, where we dive deep into the world of artificial intelligence with host Matt Paige. Formerly known as the Built Right podcast, Talking AI brings you insightful conversations with AI experts, founders of AI products, and industry leaders who are leveraging AI in their businesses. Whether you're an AI expert or a beginner, our episodes will help you understand how AI technology works and how early adopters are deriving value from it. New episodes drop starting August 6th.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/

While the era of generative AI has got some people worried, especially in the creative spaces, others are seeing new opportunities arise from it. Meg Ball, Graphic Designer at MTB Creative, has embraced generative AI tools and now uses them as a key part of her design process. In this episode of Built Right, we hear how she first became interested in gen AI and began to use Midjourney after learning about it via Discord communities. Meg shares her thoughts on the art of prompting and experimenting with different features on Midjourney, plus how AI has changed her creative process entirely. She takes us through her process with an in-depth demonstration of creating new material in Midjourney (which you can see on YouTube). Explore the future of creativity with us! Dive into this fascinating episode as we discuss how AI tools like Midjourney are reshaping the art and design world. Don’t forget to subscribe, share your thoughts in the comments, and follow us for more insightful episodes on innovation and technology!Key moments:How Meg first became aware of generative AIWhy Meg wishes she had got into AI sooner AI’s impact on creativityHow generative AI has changed Meg’s creative processWhere AI fits into the final product and why you can’t 100% take away the human elementHow different industries are reacting to AIMeg’s approach to progressing with AI tools Why technique is the number one thing Meg starts withA demonstration with Midjourney Why it’s not too late to jump on AIKey links: Connect with Meg on LinkedInMentioned in this episode:Gen AI Innovation WorkshopGenerative AI is revolutionizing industries, staying ahead means not just understanding its capabilities but actively leveraging them. This episode dives into Hatchworks' cutting-edge Generative AI Innovation Workshop, designed to equip businesses with the knowledge and tools needed for success in this transformative landscape. Join us as we explore: 1. Introduction to Generative AI: An overview of how generative AI is reshaping industries and why it's critical for businesses to adapt. 2. Hatchworks' Innovation Workshop: A detailed look into our full-day immersive workshop focused on generative AI. Discover how we combine learning, hands-on ideation, and practical building activities to enhance your understanding and application of AI in your business. 3. Foundational Concepts: Insight into the key concepts of generative AI and how they apply to your specific domain, paving the way for innovative thinking and application. 4. Use Case Development: Learn how we guide participants through the process of identifying and developing real-world use cases tailored to their business and industry needs. 5. Custom GPT Creation: An exciting peek into how we build a custom GPT model based on defined use cases, offering a glimpse into the tailored solutions that can drive your business forward. Whether you're looking to deepen your understanding of generative AI or seeking actionable ways to implement AI strategies in your business, this episode is a must-listen. Dive in with us at the Hatchworks Innovation Workshop and start unlocking the full potential of generative AI for your business.Talking AI - Conversations with AI experts and early adoptersWelcome to the Talking AI podcast, where we dive deep into the world of artificial intelligence with host Matt Paige. Formerly known as the Built Right podcast, Talking AI brings you insightful conversations with AI experts, founders of AI products, and industry leaders who are leveraging AI in their businesses. Whether you're an AI expert or a beginner, our episodes will help you understand how AI technology works and how early adopters are deriving value from it. New episodes drop starting August 6th.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/

How has the world of conversational design and conversational interfaces changed with the recent surge of Gen AI? Taking a deep dive into this topic is Amber Prause, Digital Product Owner at Gordon Food Service, North America's largest privately held food distributor. She joins this episode of Built Right to talk about the evolution of conversational interfaces, the shift from deterministic design to non-deterministic models, and the importance of understanding user personas in designing chatbots.Amber shares insights on training NLUs, the role of prompt engineering, and the challenges of leveraging AI in business workflows. We explore real-life examples of AI mishaps and the future of conversation design in the age of gen AI. Listen to our podcast for insights from leading figures in this evolving field. Subscribe, share your favorite clips, and join the conversation today!Key moments: Introducing Amber and Gordon Food ServiceAmber provides insight into what conversational design isWhat part does UX play in conversational design? The potential risks of utilizing gen AI for large companiesExamples of gen AI being used to do compelling and interesting thingsBig shifts in conversation designWhat AI solutions Amber is using right nowThe tool Amber is most excited about Key links: Gordon Food ServiceConnect with Amber on LinkedInMentioned in this episode:Talking AI - Conversations with AI experts and early adoptersWelcome to the Talking AI podcast, where we dive deep into the world of artificial intelligence with host Matt Paige. Formerly known as the Built Right podcast, Talking AI brings you insightful conversations with AI experts, founders of AI products, and industry leaders who are leveraging AI in their businesses. Whether you're an AI expert or a beginner, our episodes will help you understand how AI technology works and how early adopters are deriving value from it. New episodes drop starting August 6th.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/Gen AI Innovation WorkshopGenerative AI is revolutionizing industries, staying ahead means not just understanding its capabilities but actively leveraging them. This episode dives into Hatchworks' cutting-edge Generative AI Innovation Workshop, designed to equip businesses with the knowledge and tools needed for success in this transformative landscape. Join us as we explore: 1. Introduction to Generative AI: An overview of how generative AI is reshaping industries and why it's critical for businesses to adapt. 2. Hatchworks' Innovation Workshop: A detailed look into our full-day immersive workshop focused on generative AI. Discover how we combine learning, hands-on ideation, and practical building activities to enhance your understanding and application of AI in your business. 3. Foundational Concepts: Insight into the key concepts of generative AI and how they apply to your specific domain, paving the way for innovative thinking and application. 4. Use Case Development: Learn how we guide participants through the process of identifying and developing real-world use cases tailored to their business and industry needs. 5. Custom GPT Creation: An exciting peek into how we build a custom GPT model based on defined use cases, offering a glimpse into the tailored solutions that can drive your business forward. Whether you're looking to deepen your understanding of generative AI or seeking actionable ways to implement AI strategies in your business, this episode is a must-listen. Dive in with us at the Hatchworks Innovation Workshop and start unlocking the full potential of generative AI for your business.

Generative AI has set workplaces around the world on a path toward reshaping business models, team structures, and how they look for tech solutions. And it shows no sign of slowing down!In this episode of the podcast, we hear about a new AI platform that offers a unique solution to modern workplace challenges.Katherine von Jan, aka KVJ, is the Co-Founder of Tough Day, an AI platform that helps workers with everyday challenges. She joins the Built Right podcast to share her brilliant strategy for taking a unique idea and bringing it to market. We hear about how she first came up with the idea and put it through rigorous testing and research methodologies to test viability. Katherine also shares her take on AI in the future of workplaces, the human connection in AI, and why Tough Day has been building AI archetypes to better understand different customer use cases. Discover how KVJ's vision is reshaping the workplace with AI, offering a beacon of support and clarity for workers navigating today's challenges. Listen to our podcast for insights from leading figures in this evolving field. Subscribe, share your favorite clips, and join the conversation today!Key moments: Why Katherine built Tough DayThe challenges of being an employee or manager in today’s worldWhere Tough Day can help employees who don’t have anyone to turn to for adviceKatherine explains her early strategy that got Tough Day from an idea to a working solutionWhy an AI-first mindset is needed todayHow Katherine and her team put Tough Day to the testWorking with LLM’s that may change in timeWhy Tough Day is building AI archetypes to understand use casesWhere generative AI is headed in the future Key links: Tough DayConnect with Katherine 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/Gen AI Innovation WorkshopGenerative AI is revolutionizing industries, staying ahead means not just understanding its capabilities but actively leveraging them. This episode dives into Hatchworks' cutting-edge Generative AI Innovation Workshop, designed to equip businesses with the knowledge and tools needed for success in this transformative landscape. Join us as we explore: 1. Introduction to Generative AI: An overview of how generative AI is reshaping industries and why it's critical for businesses to adapt. 2. Hatchworks' Innovation Workshop: A detailed look into our full-day immersive workshop focused on generative AI. Discover how we combine learning, hands-on ideation, and practical building activities to enhance your understanding and application of AI in your business. 3. Foundational Concepts: Insight into the key concepts of generative AI and how they apply to your specific domain, paving the way for innovative thinking and application. 4. Use Case Development: Learn how we guide participants through the process of identifying and developing real-world use cases tailored to their business and industry needs. 5. Custom GPT Creation: An exciting peek into how we build a custom GPT model based on defined use cases, offering a glimpse into the tailored solutions that can drive your business forward. Whether you're looking to deepen your understanding of generative AI or seeking actionable ways to implement AI strategies in your business, this episode is a must-listen. Dive in with us at the Hatchworks Innovation Workshop and start unlocking the full potential of generative AI for your business.Talking AI - Conversations with AI experts and early adoptersWelcome to the Talking AI podcast, where we dive deep into the world of artificial intelligence with host Matt Paige. Formerly known as the Built Right podcast, Talking AI brings you insightful conversations with AI experts, founders of AI products, and industry leaders who are leveraging AI in their businesses. Whether you're an AI expert or a beginner, our episodes will help you understand how AI technology works and how early adopters are deriving value from it. New episodes drop starting August 6th.