Building an open ecosystem for AI governance with Unity AI Gateway | Databricks Blog

You bought the AI tool. Nobody used it. $200/month quietly burning. That's not your fault — and it's more common than anyone admits. Here's what the gurus won't tell you: most AI failures aren't abo

You bought the AI tool. Nobody used it. $200/month quietly burning.

That's not your fault — and it's more common than anyone admits.

Here's what the gurus won't tell you: most AI failures aren't about picking the wrong tool. They're about plugging a new tool into a business that wasn't ready to manage it. No clear ownership. No rules about who touches what. No connection to the systems your team already lives in.

Enterprise companies just started solving this problem at scale — by treating AI the same way they treat employee access. Who can use it. What it can touch. Who's accountable when something goes wrong. Simple governance, not complicated tech.

You don't need enterprise software to steal this idea.

Before your next AI purchase, answer three questions: Who on your team owns this tool? What specific problem does it solve this month? How will you know in 30 days if it worked? That's your governance layer — no coding required.

One owned tool, solving one real problem, with one clear success metric. That's the first win.

What's the biggest reason an AI tool didn't stick in your business — wrong tool, wrong team buy-in, or nobody really owned it?

#AIStrategy #SmallBusiness #BusinessGrowth #AIImplementation

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Extend enterprise identity governance to AI agents: Govern agent identities and access using integrations with Okta, Ping Identity, and Saviynt. • ...