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AI is moving fast, but most organizations weren\u2019t built for that kind of speed. In this episode, John Jantsch talks with Stephen Wunker, Managing Director of New Markets Advisors and author of AI and the Octopus Organization: Building the Super Intelligent Firm<\/em>.
\nThey unpack why \u201cadding AI\u201d to existing processes is not the win, and why the winners will redesign how decisions, learning, and accountability work.<\/p>\nUsing the octopus as a metaphor, distributed brains connected by a coordinating nerve ring\u2014Wunker explains how AI can enable distributed intelligence across teams while maintaining contextual alignment through data, governance, and culture. The conversation dives into \u201cgolden workflows,\u201d the danger of unmanaged pilots, and how organizations can move from incremental improvements to
\ntrue workflow transformation.<\/p>\n<\/div>\n<\/section>\n\nAbout Stephen Wunker<\/h2>\n\n
Stephen Wunker is the Managing Director of New Markets Advisors, where he has advised hundreds of organizations on growth, innovation, and new market strategy. He is the author of AI and the Octopus Organization: Building the Super Intelligent Firm<\/em>, focused on helping companies redesign operations and decision systems to capture the full value of AI.<\/p>\n<\/div>\n<\/section>\n\nKey Takeaways<\/h2>\n1) AI is not just better software<\/h3>\n\n- Incremental upgrades (e.g., swapping interfaces for chatbots) help, but the real gain comes from redesigning workflows end-to-end.<\/li>\n
- Think: turning a 21-step process into 3 steps\u2014possibly different steps\u2014not just automating a single task.<\/li>\n<\/ul>\n
2) The Octopus Organization enables distributed intelligence<\/h3>\n\n- Like an octopus\u2019 arms sensing and acting independently, AI can push decisions closer to where work happens.<\/li>\n
- Alignment comes from shared context: connected data, governance, and coordination mechanisms.<\/li>\n<\/ul>\n
3) Stop running \u201c900 pilots\u201d<\/h3>\n\n- Uncoordinated AI experimentation is distracting and risky.<\/li>\n
- Build a repeatable way to assess, measure, and either scale or kill pilots.<\/li>\n<\/ul>\n
4) Use the ABC approach<\/h3>\n\n- A:<\/strong> AI-fy the present (within guidelines).<\/li>\n
- B:<\/strong> Become great at experimentation (hypotheses, pre\/post measures, learning loops).<\/li>\n
- C:<\/strong> Create the future (rethink a few high-impact workflows to become \u201clighthouses\u201d).<\/li>\n<\/ul>\n
5) Focus on \u201cgolden workflows\u201d<\/h3>\n\n- Pick the few workflows that drive the most time, cost, or strategic value\u2014and redesign those first.<\/li>\n
- Examples discussed: campaign planning, internal announcements, service-line marketing messaging.<\/li>\n<\/ul>\n
6) The three hearts: analytical, agile, aligned<\/h3>\n\n- Analytical:<\/strong> data-driven decision-making.<\/li>\n
- Agile:<\/strong> ability to adapt quickly (often hardest for larger firms).<\/li>\n
- Aligned:<\/strong> shared purpose and emotional coherence during disruption.<\/li>\n<\/ul>\n
7) AI supercharges collaboration<\/h3>\n\n- The \u201csuper intelligent firm\u201d is less about super-human AI and more about AI improving human collaboration and coordination.<\/li>\n
- Right information to the right people at the right time elevates firm-wide intelligence.<\/li>\n<\/ul>\n<\/section>\n\n
Great Moments (Timestamps)<\/h2>\n\n
\n00:01<\/code> Why most organizations aren\u2019t built for AI speed<\/li>\n01:17<\/code> The octopus metaphor: nine brains and distributed intelligence<\/li>\n02:44<\/code> The real unlock: redesign workflows, not just interfaces<\/li>\n03:53<\/code> Risks and requirements: data quality, human-in-the-loop, and decision boundaries<\/li>\n05:25<\/code> The danger of scattered usage: \u201cno brain, no guardrails, no retention\u201d<\/li>\n06:41<\/code> ABC framework: AI-fy the present, experiment well, create the future<\/li>\n09:33<\/code> Campaign planning: cutting cycles with real-time prototyping and shared context<\/li>\n10:24<\/code> Golden workflows: prioritize what matters most<\/li>\n12:16<\/code> The three hearts: analytical, agile, aligned<\/li>\n15:29<\/code> What \u201csuper intelligent firm\u201d really means: collaboration amplified<\/li>\n16:29<\/code> Iteration at scale: personalization and massive variant testing<\/li>\n17:16<\/code> Octopus principles for a 20-person firm vs. a 200-person firm<\/li>\n17:45<\/code> Electricity analogy: the assembly-line moment requires rethinking work<\/li>\n19:17<\/code> A practical starting point: align AI with strategic priorities<\/li>\n20:14<\/code> Where to find the book and connect<\/li>\n<\/ul>\nCatch the Full Episode on Youtube<\/h2>\n<\/div>\n<\/section>\n\nMemorable Quotes<\/h2>\n\n\u201cThe real unlock comes from rethinking the system of work and the workflows.\u201d<\/p>\n<\/blockquote>\n
\n\u201cThe era of having 900 pilots\u2026 is unsustainable.\u201d<\/p>\n<\/blockquote>\n
\n\u201cWhere firms get their intelligence is through collaboration of people.\u201d<\/p>\n<\/blockquote>\n
\n\u201cAI has the potential to supercharge that collaboration by making sure the right information goes to the right people at the right time.\u201d<\/p>\n<\/blockquote>\n<\/section>\n