Welcome to Season 16, Episode 7 of Notes to My Legal Self, the in-house counsel podcast for lawyers navigating AI, legal technology, leadership, and the future of legal work.Whitney Stefko joins host Olga V. Mack to explore one of the biggest challenges facing legal departments today: how to turn AI experimentation and technological innovation into meaningful, lasting organizational change.Working at the intersection of law, AI, and organizational transformation, Whitney shares why successful legal transformation starts with people, not technology. From responsible AI adoption to influencing stakeholders without formal authority, this conversation offers practical insights for in-house counsel, legal operations professionals, general counsel, and legal leaders navigating the changing legal landscape.In this episode, you'll learn:

  • Why technology alone isn't enough to drive successful legal transformation
  • How to move from AI experimentation to responsible, meaningful adoption
  • Why understanding real workflows is essential to implementing legal technology
  • How psychological safety helps legal teams adapt to change
  • Why AI fluency doesn't necessarily mean competence or accuracy
  • How to influence stakeholders without formal authority
  • Why understanding people's incentives can improve collaboration
  • How legal operations leaders can bridge the gap between legal, technology, and business teams
  • Why in-house counsel should build relationships with business partners before legal issues arise
  • How to identify practical opportunities to improve repetitive legal workflows

Timestamps:00:00 Introduction to Notes to My Legal Self00:43 Whitney Stefko on law, AI, and organizational transformation01:37 Whitney's career journey: From litigation to legal operations04:16 Why technology initiatives fail to create change06:17 The human side of change management09:28 Diagnosing why transformation efforts stall11:30 What organizations misunderstand about technology adoption13:26 Moving from AI experimentation to meaningful adoption16:25 What it means to be an AI realist17:31 AI fluency vs. accuracy and competence20:34 Influencing people without formal authority22:21 Understanding incentives and motivating stakeholders23:41 Building influence through communication and connection28:33 Aligning legal, technology, and business stakeholders33:11 The role of in-house counsel in business strategy35:26 Where in-house lawyers should begin37:08 Whitney's key takeaway: People are the strategyWhitney's hot take: Technology is not your strategy. Your people are your strategy.AI can transform legal work, but lasting progress requires more than new tools. It takes strong leadership, continuous learning, human connection, and a clear understanding of how people actually work.How can legal leaders make AI adoption more effective while keeping people at the center of transformation?Tell us in the comments.If you enjoy this legal tech podcast and podcast for lawyers, rate and review Notes to My Legal Self on Apple Podcasts or Spotify. It helps more legal professionals discover these conversations.Want to be a guest on NTMLS or know someone who should be? Reach out! Self-nominations are acts of courage.Like, comment, and subscribe to @NotesToMyLegalSelf.Explore more episodes at https://www.notestomylegalself.comINTERSECTION OF LAW AND FUN®#InHouseCounsel #PodcastForLawyers #LegalAI #LegalOperations #LegalTech #ChangeManagement #FutureOfLaw

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