Why Enterprise AI Fails at Work Design | Siobhan Savage

The Brilliant Siobhan Savage joins us in Episode 54 to talk about Work Design (a topic we all need to spend more time on).

Enterprise AI adoption isn't failing for lack of use cases or because agents aren't smart enough, it's failing at the first principles of work design.

Reejig CEO Siobhan Savage joins Meg Bear and Amy Wilson to reframe AI transformation for the enterprise. The constraint isn't agent capability, it's aligning AI with workflows, org structure, and business outcomes. Siobhan breaks down why workflows are critical to AI enabled work, how to build internal AI Work Design capability instead of outsourcing to consultants, and why transparent, human-centric change management beats token-based theater.

In this conversation:

  • Why "AI-first" measured by token spend makes employees hate AI

  • Where humans stay in the loop — nothing is running end-to-end yet

  • Upgrade vs. reimagine: why you don't "vibe code the bank"

  • How the best companies get surgical with use cases — and why the CIO + CHRO + CFO trifecta matters

    Chapters:
    00:00 The dumbest "AI-first" metric leaders celebrate
    00:52 Meet Siobhan Savage, CEO of Rejig
    03:34 Reejig's mission - building the way the world works
    05:21 How Reejig built 25 models of real work
    07:50 Where automation lands today - sub-tasks, not jobs
    09:40 It's not an agent problem, it's a work design problem
    11:07 From tasks to workflows & the ROI shift
    13:23 Who's actually buying - CIO + CHRO + CFO trifecta
    16:22 Inside the AI Work Design team
    20:34 Work Architects vs AI Work Designers vs Agent Builders
    27:05 Job Architecture vs Work Architecture
    31:07 Why the workforce is dysregulated right now
    34:26 Being bold & responsible with AI
    37:53 Stealth change management explained
    42:18 Leaders must set expectations, not theater
    46:42 Energy, structure & what lights Siobhan up
    49:08 Leadership Corner - Should you hire a Chief of Staff?
    58:28 AI vs human Chief of Staff


    Watch the Shorts from this episode on the channel all week.

    #aileadership #FutureOfWork #ExecutiveLeadership #MegAndAmyShow #EnterpriseAI #AIStrategy

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** Typos and poor grammar either because I'm too lazy to edit properly, or to make you feel confident this was written by a flawed human and not [just] AI generated.