Industrial Growth Institute

Episode 66 - Jeff Tehan on Sensemaking

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Sensemaking & Leadership - Turning Technology into Sustainable Business Impact - Episode 66 of the Industrial Growth Institute Podcast with Sensemaking Evangelist Jeff Tehan

Summary

Jeff Tehan, a former Army Blackhawk pilot, technology product manager and "sensemaking evangelist," joins Ed Marsh in the studio to discuss navigating business uncertainty in the AI era. Jeff brings a unique perspective shaped by his military aviation background and extensive product management experience, now focused on helping leaders interpret uncertainty, align teams, and make insight-driven decisions using AI tools.

The conversation explores how AI can help reduce uncertainty in business decision-making while acknowledging the meta-level uncertainty that AI itself creates. Jeff emphasizes the importance of "human in the loop" approaches and explainable AI, arguing that AI should enhance human capabilities rather than replace them. The conversation highlights:

  • The challenge of making decisions amid unprecedented uncertainty and rapid change
  • How AI can help process vast amounts of data to reduce uncertainty in business decisions
  • The importance of distributed decision-making and human oversight in AI implementation
  • Practical applications of AI in sales qualification, customer insight, and marketing personalization
  • The evolution from traditional sales pitches to insight-driven customer engagement
  • Strategies for helping teams embrace rather than fear AI adoption
  • The concept of "sense-making" as a critical leadership capability in the AI economy

    • Takeaways

    • Uncertainty reduction is the key goal: AI's primary value lies in helping leaders process information to reduce uncertainty and make confident decisions
    • Human-in-the-loop is essential: AI should augment human decision-making, not replace it entirely
    • Explainable AI builds trust: Teams need to understand how AI tools work and what data they use to embrace adoption
    • Distributed decision-making becomes possible: AI enables decisions to be made at the point of need rather than flowing up the chain
    • Top performers will benefit most: High achievers will leverage AI tools to enhance their capabilities, while those resistant to change may be left behind
    • Sales must shift from pitch to insight: Successful salespeople will use AI to understand customers deeply and co-create solutions
    • Buyer personas can be enhanced with AI: Marketing teams can create more sophisticated, personalized buyer avatars using AI analysis
    • Strategic planning improves with AI research: Business planning becomes more powerful when AI handles underlying research and analysis
    • Validation is crucial: Always verify AI outputs using multiple sources or human judgment
    • Leadership starts with self-assessment: Leaders must first understand their own capabilities and gaps before implementing AI across their organization

      • Takeaway Quotes from Jeff Tehan

      • "Reducing uncertainty has been handed to us with AI"
      • "People first, human in the loop. We're not developing robots to do humans' jobs."

        • LinkedIn: Jeff Tehan and Ed Marsh

        Twitter: Ed Marsh

        Instagram: Ed Marsh

        YouTube: @EdMarsh

        Show Transcript 

        Chapters

        00:00 Introduction: Making Sense of Chaos in the AI Era
        02:21 Jeff's Background: From Radar Repairman to Sense-Making Evangelist
        08:10 Military Aviation Lessons for Business Uncertainty
        10:00 The Science of Reducing Uncertainty
        12:49 From Product Management to AI Strategy
        16:10 Jobs at Risk from AI Disruption
        18:08 Explainable AI and Building Team Confidence
        20:27 Avoiding AI Implementation Pitfalls
        24:22 The Rise of Sense-Making as a Buzzword and Capability
        27:07 AI's Dual Nature: Clarity Tool and Uncertainty Creator
        30:20 Corporate Attributes for AI Success
        34:07 The Value of Planning Process vs. Plans in AI Era
        37:19 Legacy Software Companies vs. AI-Native Platforms
        39:27 Integrating AI into Existing Workflows
        42:12 Using AI to Understand Buyers Better
        45:45 AI Sales Agents and Deal Qualification
        48:39 Creating AI-Powered Buyer Personas
        52:29 Data Challenges in B2B Sales
        55:20 Helping Buyers Make Sense of Their Situation
        58:31 Co-Creating Value in the AI Era
        01:00:36 Navigating Rapid Change While Maintaining Fundamentals
        01:01:55 Training Future Leaders in Sense-Making
        01:03:23 The Future of Office Collaboration with AI
        01:04:38 Resources for AI Leadership Development 01:07:12 Adopting Sense-Making in Daily Work
         
        #Sensemaking #WhatIsSensemaking
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        Industrial Growth InstituteBy Ed Marsh Consulting