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Governing AI Assets at Scale with MCP Gateway and Registry | AWS Open Source Blog

PushButton AI Team ·

You bought the AI tool. Nobody used it. $200/month gone. That's not a you problem. That's a deployment problem. Here's what nobody tells you when they're selling AI: most businesses don't fail at p

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

That's not a you problem. That's a deployment problem.


Here's what nobody tells you when they're selling AI: most businesses don't fail at picking the right tool. They fail because there's no system controlling who uses it, how it connects to your data, and what it's actually allowed to do.

AWS just published research on exactly this. The insight buried in the technical noise? AI tools fail in business environments when there's no "traffic control" layer sitting between your team and the AI. Without it, you get chaos, inconsistency, and tools nobody trusts enough to use.

Think of it like this. You wouldn't give every employee a company credit card with no spending policy. Same logic applies to AI. The businesses getting real ROI aren't using smarter tools — they're using the same tools with clearer rules around them.


The one thing you can do this week: before adding any new AI tool, write down three rules for how your team should use the one you already have. That single step moves you from "shelfware" to actual adoption.


What's the biggest reason your team stopped using an AI tool you paid for?

#AIStrategy #BusinessGrowth #SmallBusiness #AIImplementation

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