Don't Automate the Mess: How AI Changes the Way We Design Work
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Imagine buying a futuristic, high-speed train and setting it down on a set of broken, tangled tracks built a century ago. That is exactly what happens when organisations bolt Artificial Intelligence onto legacy, "Frankenstein" workflows.
Despite the hype, research from BCG, McKinsey, MIT, and RAND reveals a staggering reality: up to 95% of corporate AI programs fail to extract real, scalable value. In this episode of the Silent AI Revolution podcast, we dive into Ashok Kanagarajah’s masterclass from session six of the Curious Minds workshop to explore why slapping a chatbot onto a broken process just speeds up the dysfunction.
We discuss how to transition from "process thinking" to "outcome thinking" and why you must stop treating AI as a magic wand. You will learn how to identify your organisation's true bottlenecks by asking frontline staff the ultimate diagnostic question: "What do you repeatedly do because the system does not?"
In this episode, we unpack:
- The 5-Step Redesign Sequence: Eliminate, Simplify, Augment, Automate, and Orchestrate. Discover why automation is strictly step four, and why the highest-value automation is often stopping unnecessary work entirely.
- The 70-20-10 Principle: Why successful AI leaders dedicate 70% of their resources to people and processes, and only 10% to the actual algorithms.
- Escaping the Productivity Trap: Why saving your team 10 hours a week is meaningless if it just creates more downstream work, and how to measure true benefit realisation.
- Behavioural AI & Automation Bias: How human psychology—like loss aversion—can derail AI adoption, and why adding "intentional friction" to software design forces humans to scrutinise AI outputs and catch critical errors.
- The New Frontier of Governance: Why the hardest challenge of AI is no longer what the technology can do, but defining the boundaries of what it should be allowed to do.
Are you ready to stop automating your broken workflows? Take our 30-day AI workflow redesign challenge to build real, sustainable capability.
Resources & Links:
To read the full article that inspired this episode, visit: https://members.aska.net.au/dont-automate-the-mess-redesign-work-for-the-ai-era/
Explore practical tools and the free AI alignment insight diagnostic: https://aska.net.au/silent-ai-revolution/
Join the community: Curious Minds Series. https://www.meetup.com/modern-business-meetup-group/
Visit our website: https://aska.net.au