David Brudenell — Agentic Apps vs AI Agents, Guidance for Emerging AI Professionals, AI for Productivity

David Brudenell is an Executive Director with senior leadership experience across public, private, and startup companies from Sydney to San Francisco. He led Global Solutions & Advanced Research at Appen, a leader in AI/ML training data. He has held executive roles at firms including Pureprofile, Eclipx, and Flare. David co-founded C2 Investments, a venture capital firm focused on seed stage companies. He holds a Biology and Zoology degree from the University of Western Ontario and an MBA from the Sydney Business School. David Brudenell LinkedIn: https://www.linkedin.com/in/davidbrudenell/ Website: https://www.decidr.ai/ Flor Laorga LinkedIn: https://www.linkedin.com/in/flor-laorga/ X: https://x.com/florlaorga Website: https://aifn.co/flor AI Frontier Network Website: https://aifn.co LinkedIn: https://www.linkedin.com/company/ai-frontier-network/ X: https://x.com/aifn_co YouTube: https://www.youtube.com/@ai-frontier-network OUTLINE 00:00 Start 00:24 Meet David Brudenell 01:12 From Biology to Leading AI Teams 03:37 Managing Diverse Roles Across Industries 06:23 How AI Enhances Business Performance 09:22 Key Skills for AI Career Growth 14:11 Boosting Productivity: People vs. Organizations 17:58 Influences That Shaped David's AI Thinking 19:05 The Role of Research in Innovation 20:34 Pitfalls of End-to-End AI Agents 23:27 Agentic Apps Explained 23:59 Building Decider: AI at the Workflow Level 27:14 Harmonizing Human Insight with Technology 30:49 Embedding Ethics in AI Systems 34:33 Final Thoughts for Future AI Leaders