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Agile's Perfect Storm and the Bad Driver in an F1 Car

Season #3

Agile's Perfect Storm and the Bad Driver in an F1 Car

Guest: Ari Dragan

Air Date: November 03,2026

EPISODE SUMMARY

Most conversations about Agile's decline blame the method. Ari Dragan puts the blame somewhere else, and he's been inside enterprise transformation long enough to back it up.

Ari founded InterPraxis Advisory and has worked with more than two dozen Fortune 500 companies across technology, banking, healthcare and government. He started in the 1990s as a Java developer and solution architect in Canada, where his team used visual boards much like Kanban before they knew the word. He's watched Agile emerge, scale, become institutionalized and, in many cases, lose sight of the problems it was built to solve.

Ari describes a perfect storm gathering around Agile. The market is saturated. The supply of Agilists outran demand after decades of lucrative roles. AI and Super Intelligence now take the focus and the budget. Then comes a fourth force: most organizations reduced Agile to an IT practice and never connected delivery to strategy.

Kumar and Ari don't agree on everything. They test whether a stalled transformation is a failure of leadership or of structure, and whether prioritization models like WSJF really beat executive intuition. Ari closes with the Magnificent Seven, his diagnostic for the organizational foundations that decide whether Agile or AI ever pays off. This episode is a candid look at why the same fundamentals sink every new method, and what that means as AI arrives.

KEY TOPICS COVERED

Before Agile Had a Name Ari's team in Canada, around 1997 to 2000, tracked work on boards that made progress and blockers visible. There was no heavy project management structure. They needed a way to manage themselves. Kumar shares that he was probably more Agile before he learned about Agile, from his years running restaurants.

Agile by Decade Ari walks from 1990s experimentation to the Manifesto in 2001, the formalizing of Scrum, the arrival of SAFe and the push toward business agility in the 2010s and 2020s. Kumar adds that the word Agile is quietly disappearing from company language, and that some companies now treat it as a bad word.

The Perfect Storm Ari's three forces: transformation saturation across industries and inside enterprises, an oversupply of Agilists as demand fell and AI taking all the attention. Kumar adds his own observation that few companies reached true business agility, and that AI makes the same productivity promise Agile once did.

The Fourth Force: Agile Reduced to IT Leaders say "Agile" and mean different things. Some mean a few Scrum teams. Others mean lean portfolio management or value stream management. Most stopped at ceremonies. Doing the right thing and doing things right are two sides of one coin, and most organizations built only one side. The disconnect between IT and the business keeps the transformation stalled.

The Bad Driver in an F1 Car Ari warns that companies that never fixed their fundamentals will carry the same problems into AI. A method that triples efficiency doesn't help when a decision waits two weeks for a manager to return from vacation. A bad driver causes a fender bender in a parking lot. Put that driver in an F1 car at Monaco and the risk grows exponentially.

Leadership or Structure? Kumar revisits their LinkedIn exchange on his Blog 29. Ari holds that everything is leadership, and that structure and governance belong to the people at the top. Kumar holds that leaders are people working inside incentives, budgets and rules they inherited. He compares an organization to an organism, where the structure has to be healthy before the cells can do their jobs.

The Magnificent Seven Ari built InterPraxis Advisory around seven areas that decide organizational health: Outcomes and Economics, Decision Flow, Demand Intake and Capacity Allocation, Funding and Incentives, Operating Model and Interfaces, Flow of Work and Technical Constraints. His view is that AI and Agile aren't silver bullets, but fixing these foundations puts the silver in the silver bullet.

WSJF Versus Intuition Ari asks whether the corporate world has shut out intuition in favor of scoring models. Kumar notes that the inputs to WSJF are subjective, and that gut instinct sparks ideas before any scoring starts. The Costco chicken, a loss leader that scores low alone but pulls shoppers into the store, shows where scoring misses the full picture. Ari sees intuition as an accumulation of experience, a kind of human Super Intelligence. Kumar's experience as a Scrum Master was that intuition usually won, unless someone made the consequences visible.

Lightning Round Ari expects Agile practitioners to move from contract work to full-time roles inside organizations. His book pick for every Agile coach is The Goal, a business fable about finding bottlenecks. He and Kumar close with a plan for a follow-up conversation on AI.

MEMORABLE QUOTES

Note: This transcript is auto-captioned. Verify each quote against the final recording before reuse in blog or promo copy.

"AI is eating all the focus right now."

"It's a big disconnection usually between IT and the business."

"I think we're more needed now than ever."

"Everything is leadership."

"Leaders are just people with more responsibility." (Kumar)

"Intuition will, at the end of the day, win out." (Kumar)

"You put the silver in the silver bullet."

KEY TAKEAWAYS

Agile faces four forces at once. Saturation, oversupply of Agilists, AI taking the spotlight and a misunderstanding of what Agile means all arrived together.

Agile shrank to an IT practice. Teams and ceremonies without a link to strategy are half a transformation. A faster method can't beat a slow decision. Fix decision flow, funding and incentives before you buy another tool.

AI multiplies whatever it meets. A broken organization produces broken results faster and at greater scale. Leadership and structure are tangled. Leaders respond to the incentives they're given, and someone designed those incentives.

Intuition stays in the room. Scoring models guide the first cut and instinct often makes the final call. Agile roles are moving in-house. Ari expects full-time internal positions to replace contract coaching. Fundamentals first. A healthy organization makes every method after it work better.

CONNECT WITH ARI

Website: https://www.interpraxisadvisory.com

The Magnificent Seven Diagnosis: https://www.interpraxisadvisory.com/diagnosis

LinkedIn: https://www.linkedin.com/in/aridragan/

Email: info@interpraxisadvisory.com

Ari welcomes conversations with senior leaders whose strategy, funding and delivery aren't working together. If your transformation has stalled, this is a good person to reach out to.

ABOUT THE HOST

Kumar Dattatreyan is an ICF PCC executive coach, co-founder of Agile Meridian, and creator of The Disruptor Method™. The Meridian Point explores disruption and innovation through conversations with transformation leaders and entrepreneurs living through change.

Connect: LinkedIn | agilemeridian.com | disruptormethod.com

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