The AI Hackathon Playbook
AI Knowhow
Want to unlock AI's potential in your organization? Skip the brainstorms and go all in with an AI Hackathon! In this final installment of the Applied AI series, CMO Courtney Baker is joined by CEO David DeWolf, and Chief Product and Technology Officer Mohan Rao to break down why AI hackathons might be your best tool for driving adoption, sparking collaboration, and building lasting impact. Whether you’re a tech startup or a professional services firm, this episode gives you the blueprint. Special guest Jeff Gallimore, Chief Technology and Innovation Officer of Excella, shares best...
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Applied AI: Reframing How We Think About AI
AI Knowhow
Still think of AI as just a chatbot? It’s time to reframe that mindset. Logan Kilpatrick of Google DeepMind joins the show to discuss the latest advances with Gemini, including long-context reasoning and native multimodal capabilities—and why UX, not chat, is the real frontier in AI. He shares examples from Khan Academy and others that show how smarter, more human-centered experiences are key to unlocking AI’s full potential. Logan and Mohan Rao also explore why it's such an exciting time to be working in AI, with developers making groundbreaking discoveries daily, and how the next...
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Applied AI: Proactive Leadership with AI
AI Knowhow
The best leaders don’t wait for problems to arise - they anticipate them before they happen. But how do you shift from a reactive leadership style to a proactive one? AI might just be the key. In this episode, host Courtney Baker is joined by Knownwell CEO David DeWolf, and Chief Product and Technology Officer Mohan Rao. Together, they explore how AI enables leaders to foresee challenges, manage risks, and reclaim time for strategic decision-making. From AI-driven notifications that predict client or employee concerns to tools that help leaders focus on what truly matters, they uncover how...
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Would You Rather...? (AI Edition)
AI Knowhow
Would you rather trust an AI decision-making system that's 90% accurate but a total black box, or one that's only 70% accurate but fully explainable? What about AI that predicts your next big revenue stream with 30% certainty versus AI that boosts your operations by 70%? In this special 75th episode of AI Knowhow, we put our panel to the test in an AI-themed game of Would You Rather? Knownwell CMO Courtney Baker is joined by CEO David DeWolf and Chief Product and Technology Officer Mohan Rao for a lively debate on AI trade-offs in business. From decision-making transparency to revenue growth...
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Applied AI: Using AI to Go From Insights to Execution
AI Knowhow
Your data is trying to tell you something. Are you listening? AI isn’t just about insights. It’s about execution. In this episode of AI Knowhow from Knownwell, CMO Courtney Baker is joined by CEO David DeWolf Chief Product and Technology Officer Mohan Rao to explore how AI is reshaping execution in professional service firms. They discuss how AI can move beyond simple automation to orchestrate strategic execution, aligning teams, prioritizing tasks, and ensuring the right work gets done at the right time. Our special guest, , Co-founder and CTO of April, sits down with Pete to...
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AI Hot Takes (2025 Edition)
AI Knowhow
We’re turning up the heat once again! After last year’s sizzling Hot Takes episode, we had to run it back for 2025. Knownwell CMO Courtney Baker is joined by CEO David DeWolf and Chief Product & Technology Officer Mohan Rao to deliver their boldest AI predictions yet. What shifts are coming in AI? Which trends are about to fizzle out? And what might shake up the industry in unexpected ways? In our expert interview segment, Pete Buer sits down with AI and digital transformation expert Dr. Henna Karna, a Harvard Fellow and former Google executive. She shares practical strategies for...
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Applied AI: Turning Data Into Actionable Insights
AI Knowhow
Data is pouring into your business every second, but where are the insights you need to act on it? Just 27% of business executives in a recent Forrester study said their data and analytics projects produce actionable insights. In this episode, we look at how AI can help bridge the gap between the overwhelming amounts of data available today and the actionable intelligence executives need to drive results. Knownwell CMO Courtney Baker, CEO David DeWolf, and Chief Product and Technology Officer Mohan Rao kick things off by breaking down the journey from raw data to wisdom. They...
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Applied AI: Developing Your AI Roadmap
AI Knowhow
What does an AI roadmap really look like? And how does a corporate AI roadmap differ from a personal one? In this episode of AI Knowhow from Knownwell, host Courtney Baker is joined by Knownwell’s CEO David DeWolf, Chief Product & Technology Officer Mohan Rao, and NordLight CEO Pete Buer to break it all down. First, the team explores how business leaders can chart a clear AI strategy—starting with vision, linking it to business goals, and balancing customer feedback with long-term objectives. David and Mohan share insights on making micro-pivots, avoiding roadmap confusion, and the key...
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Scaling AI: Building the Right AI Team
AI Knowhow
You’re smart. You know your business cold. But do you know how to build the right AI team? It’s harder than it looks, and the old innovation playbook just won’t cut it. Pete Buer sits down with Ben Hafele, CEO of and host of The Lean AI Podcast, to discuss how to assemble the right AI team. They explore what skill sets are essential, how to balance technical and strategic talent, and why AI teams need a different structure than traditional innovation groups. As always, host Courtney Baker is joined by CEO David DeWolf and Chief Product & Technology Officer Mohan Rao for a panel...
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Scaling AI: How AI Can Break Down Silos in Your Organization
AI Knowhow
Is your organization held back by departmental silos where the necessary data and information doesn't always flow between them? AI might just be the key to breaking these silos down. Pete Buer kicks things off with an interview featuring Josh Okun, Chief Innovation Officer at Gravity Global. Josh shares how AI is helping global teams collaborate across time zones, optimize creative processes, and foster dynamic relationships within organizations. Discover how his team at Gravity Global leverages AI tools like custom GPTs and RAG to turn static brand guidelines into dynamic resources that...
info_outlineEver wondered what really powers LLMs like ChatGPT, Claude, or Gemini?
In this episode, Courtney Baker, David DeWolf, and Mohan Rao are joined by John Fowler (Knownwell's Chief Science Officer) and Ramsri Goutham Golla (Lead Data Scientist) to break down the mechanics of large language models (LLMs) in ways that are accessible and relevant for all professionals, not just data scientists.
John and Ramsri help explain how LLMs predict the next word in a sentence, what makes them so powerful, and the role of neural networks and attention mechanisms. They also dive into real-world applications, such as retrieval-augmented generation (RAG), and how it’s replacing fine-tuning for more efficient and reliable AI performance.
Ready to harness AI for your business? Learn how Knownwell’s AI-powered platform can empower you to stay ahead at Knownwell.com.
Watch this episode on YouTube: https://youtu.be/l1S3GGyo_o8
Show Notes & Related Links
- Watch a guided Knownwell demo
- Read "Here's what's really going on inside an LLM's neural network" in ArsTechnica
- Read the "Attention Is All You Need" research paper from a number of leaders at Google that's referenced in the episode
- Connect with Ramsri Goutham Golla on LinkedIn
- Connect with John Fowler on LinkedIn
- Connect with David DeWolf on LinkedIn
- Connect with Mohan Rao on LinkedIn
- Connect with Courtney Baker on LinkedIn
- Follow Knownwell on LinkedIn