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Index/AI & Data/The Digital Transformation Playbook
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AI Does Not Scale Through Tools. It Scales Through Work

The Digital Transformation Playbook · 2026-07-07 · 12 min

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Topics in this episode

aileadership#AITransformationEnterpriseAIHumanAIOperatingSystemAIWorkflow

Episode notes

AI adoption is moving quickly, yet enterprise value remains uneven when tools are added without changing how work flows. This episode examines why scalable AI performance depends on workflow redesign, clear ownership, and stronger execution systems. It explores the Work layer of The Human AI Operating System. TLDR / At a Glance • Workflow as the unit of change • Task gains versus enterprise value • End-to-end execution redesign • Ownership, handoffs, and judgement points • Workflow-level success measures • Alignment across decisions, capability, governance, and value The key takeaway is that AI scales when organisations redesign how work gets done, measure outcomes across workflows, and connect execution to the wider operating model. Support the show If you are leading your businesses strategic transformation and need greater clarity, stronger execution and measurable results, let’s connect. Website: Book a call: Kieran Gilmurray | LinkedIn Substack: Amazon AI Transparency Notice: This podcast uses a hybrid format.

Related episodes across the Index

Other episodes covering the same guests and topics, from across The B2B Podcast Index.

  • The AI Tax: Why Your Agents Cost More Than Your People and What That Means for ScaleDisambiguation · on EnterpriseAI95 / 100
  • 41: The Future of Professional Services: How Agentic AI Will Reshape Consulting with Rob PriceThe Consulting Growth Podcast · on #AITransformation81 / 100
  • #176 | From PhD to Director: What Academia Never Teaches You About Leading People w/ Quentin Reul (Director of AI Strategy @expert.ai)Leman Tech Leadership Podcast · on aileadership
  • Code Red: Zapier's Approach to Move from AI Fear to AI Integration w/ Zapier's Brandon SammutYour Work Friends · on #AITransformation
  • Essential Lean AI Practices with Jonathan BertfieldThe Lean AI Podcast presented by Eric Ries · on aileadership

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  • Finance: Powerful Decision Engine, Not Passive Scorekeeper
  • From Copilots to Workflows: Where AI Value Actually Sits
  • The Governance Problem: How AI Scales Without Losing Control
  • Beyond Rebranding HR: Building People Strategy That Performs
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