From Copilots to Workflows: Where AI Value Actually Sits

Episode notes

Enterprise AI often delivers measurable productivity gains without producing meaningful financial impact. The missing value is usually lost across handoffs, decisions, rework, capacity allocation, and weak measurement. This episode explores why workflow redesign determines whether AI improves organisational performance. TLDR / At a Glance • Task productivity versus enterprise value • Five points of workflow leakage • End-to-end process redesign • Agentic automation and orchestration • Human judgement and decision rights • Outcome-based performance measures AI creates greater value when leaders redesign workflows, clarify accountability, and measure business outcomes instead of adoption. 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. When an episode features one of Kieran Gilmurray’s written articles, the narration is generated using a synthetic clone of his voice via ElevenLabs AI (the underlying article text is entirely human-authored).

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