Human + AI Impact Initiative

Accenture

Human + AI Impact (H+AIII) is a practical podcast about redesigning work for the AI era—moving beyond counting AI activity and toward tracking where value actually moves. Each episode unpacks the patterns, metrics, and operating decisions that make Human+AI collaboration work. Expect sharp stories, field-tested frameworks and “ready to pilot” ideas—from LLMs to agentic systems where humans do the judging and AI does the heavy lifting.

Episodes

  1. Rethinking What We Measure in the Age of AI (with Darragh Miller)

    1D AGO

    Rethinking What We Measure in the Age of AI (with Darragh Miller)

    AI is generating more ideas, options, and outputs than ever before—so why are so many organizations capturing less value? In this episode, Dr. Sabrina Anjara speaks with Darragh Miller about the AI surplus paradox and why traditional KPIs fail in a world of recursive, learning systems. They unpack how static dashboards hide end-to-end value, why measurement must become a living system, and how leaders can reconcile competing CEO, CFO, CIO, and CHRO value lenses. A deep dive into why measurement is now strategic—and moral.

    14 min
  2. Quality Over Speed: Rethinking Productivity with AI (with Dr. Manaswi Saha)

    FEB 11

    Quality Over Speed: Rethinking Productivity with AI (with Dr. Manaswi Saha)

    AI can make work faster—but does it make it better? In this episode, Dr. Sabrina Anjara is joined by Dr. Manaswi Saha to challenge the idea that speed equals productivity in knowledge work. They explore why “just add human oversight” often fails, how misdesigned collaboration patterns quietly scale risk, and what it really means to measure human–AI collaboration quality. From agency and cognitive effort to joint utility and trust over time, this conversation reframes productivity as something you design—not something you accelerate blindly.

    12 min
  3. Measuring Productivity in an AI world (with Fergus Gleeson)

    FEB 9

    Measuring Productivity in an AI world (with Fergus Gleeson)

    AI is everywhere—but productivity gains are harder to find. In this episode, Dr. Sabrina Anjara sits down with Fergus Gleeson to unpack why many organizations are stuck in “productivity theater”: celebrating time saved, tickets closed, and bots deployed while outcomes stay flat. Together, they explore why productivity in the AI era must be measured at the level of the human+AI workflow, not individual effort; why decision latency beats busywork as a metric; and why reinvesting saved time—with clear ownership—is the real unlock for value. A practical reset of the AI productivity scoreboard.

    10 min
  • 3 Episodes

About

Human + AI Impact (H+AIII) is a practical podcast about redesigning work for the AI era—moving beyond counting AI activity and toward tracking where value actually moves. Each episode unpacks the patterns, metrics, and operating decisions that make Human+AI collaboration work. Expect sharp stories, field-tested frameworks and “ready to pilot” ideas—from LLMs to agentic systems where humans do the judging and AI does the heavy lifting.

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