Case study: Building an enterprise-scale agentic AI OS - EY

EY just rolled out AI across their entire global firm. Headlines made it sound like magic.

Here's what they didn't put in the press release.


If you bought an AI tool your team quietly stopped using, you're not alone. That's not a failure of intelligence. That's what happens when a tool gets dropped into a business without a clear job to do.


EY's rollout worked because they didn't start with "AI." They started with specific workflows — tax reviews, client reporting, internal approvals — and asked which tasks were slow, repetitive, and eating senior time.

That's the entire secret. AI didn't transform their business. Solving one boring bottleneck at a time did.

The tool was secondary. The workflow problem came first.


Here's what you can do this week without touching anything that currently works:

Pick one task your team does repeatedly that follows the same pattern every time. Write it down. That's your first AI candidate. Not a platform. Not a strategy. One task.


EY has thousands of consultants and a nine-figure tech budget. They still had to start somewhere specific.

So do you.


What's one repetitive task in your business you'd love to never do manually again?

#AIStrategy #SmallBusiness #BusinessGrowth #AIImplementation

Original Source

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