Innovation is a Leadership Problem: Why the Forces That Kill New Products Are Now Killing AI Adopt

In this episode of the Disambiguation podcast, host Michael Fauscette talks with Robyn Bolton, Founder and Chief Navigator of MileZero, about why the same organizational forces that have been killing innovation for decades are now killing AI adoption, and what leaders can do differently. Robyn's career started at Procter & Gamble, where she helped develop Swiffer, one of the most successful consumer product launches in recent history. From there she became a partner at Boston Consulting Group and then worked at Innosight, Clayton Christensen's innovation firm. She now runs MileZero, where she works with Fortune 500 companies like Medtronic, Nike, and Nestle to build pragmatic innovation capabilities. She published Unlocking Innovation last year and teaches at Massachusetts College of Art and Design. The conversation covers why innovation is a leadership problem and not an ideas problem (organizations are full of ideas, but leadership behaviors train people to stop sharing them), the five organizational antibodies that neutralize anything new and unfamiliar, how those same antibodies show up in AI adoption, the Revenge of Clippy (a Fortune 500 company launched a custom chatbot and employees responded with malicious compliance, asking questions they already knew the answer to just to check the box), why Robyn now defends innovation theater when companies commit to the season rather than just the show, the ABCs framework (Architecture, Behavior, Culture) and why 30 years of focusing on architecture alone has produced no improvement in corporate innovation results, the AI pilot trap and why falling in love with the solution instead of the problem is the root cause, Jobs to be Done applied to AI adoption, why automating a broken process just makes it fail faster, continuous change versus project-based change management, why scale needs to be defined at the start of a pilot because not everything should go company-wide, human infrastructure as the missing budget line in AI readiness, the replacement mistake versus AI-augmented humans, the sycophancy problem in LLMs and why manufactured trust is dangerous, and practical advice for stuck leaders. Timestamps: 00:00 - Introduction 00:31 - Episode title and guest intro 00:47 - Robyn's path: P&G, Swiffer, BCG, Christensen's firm, MileZero 02:08 - Choosing process over product: the deeper root cause 03:57 - Innovation is a leadership problem, not an ideas problem 05:46 - Logical responses with unintended consequences 06:44 - The panic cycle: hackathons and black holes that build cynicism 07:57 - Organizational antibodies and AI adoption 09:09 - The Revenge of Clippy: malicious compliance with a company chatbot 11:13 - Defending innovation theater: the season versus the show 12:13 - Six years of accumulated pebbles at a health insurance company 14:33 - Change management as a checklist versus ongoing behavior change 15:12 - The gym analogy: one visit does not make you healthy 16:00 - The ABCs framework: Architecture, Behavior, Culture 16:32 - 30 years since the Innovator's Dilemma, results have not changed 17:52 - AI is repeating the same mistake: all architecture, no behavior 19:23 - The AI pilot trap: fall in love with the problem, not the solution 21:22 - People, workflow, culture, technology: in that order 21:53 - Incentives determine behavior: change the metrics, change the outcome 23:13 - Jobs to be Done applied to AI adoption 24:12 - Blank sheet of paper: stop cramming AI into broken processes 25:45 - Continuous change versus project-based change management 26:57 - Learning mindset: reassess after every step 28:52 - Scientific method applied to business: test hypotheses individually 32:06 - What scale really means: not everything goes company-wide 33:16 - Human infrastructure and AI readiness 34:06 - The replacement mistake: AI augments, not replaces 35:53 - Sycophancy and manufactured trust in LLMs 38:01 - Practical advice: find the problem, ask why, use the five whys 39:48 - Recommendation: The Coaching Habit by Michael Bungay Stanier Guest: Robyn Bolton, Founder & Chief Navigator, MileZero Recommendation: The Coaching Habit: Say Less, Ask More, and Change the Way You Lead Forever - by Michael Bungay Stanier Host: Michael Fauscette, CEO & Chief Analyst, Arion Research Subscribe and turn on notifications so you never miss an episode. #AI #Innovation #Leadership #AIAdoption #OrganizationalChange #Disambiguation #ArionResearch #FutureOfWork #ChangeManagement