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Data & AI

Your AI tools don't talk to each other

1 min read

AI agents wired to one another

You have a chatbot, a summarizer, a script that drafts posts, and a spreadsheet macro someone swears is "AI." Each one works. None of them know the others exist. That's not an AI system. It's ten demos in a trench coat.

The reason it never turns into leverage: nothing is shared. Every tool starts from zero, every handoff is a human copying output from one into another, and the moment that person is busy, the whole thing stalls.

The move: give them one place to read and write

Before you add an eleventh tool, decide where your automations get their context and where they put their results—one governed source of truth—and wire each one into it. An agent that can see what the last agent did is where a pile of tools starts behaving like a system.

Tip

Start with two automations that already run near each other—say, the one that reads your inbox and the one that tracks your contacts. Make the second one read what the first one wrote. That single connection teaches you the pattern for all the rest.

Watch out

A shared backbone without governance is just a bigger mess. Decide what's the source of truth, who can write to it, and how you'd know if an agent wrote something wrong—before you connect the tenth one.

The tools were never the hard part. The connective layer is—and it's also the whole payoff. Wire it once and every new agent plugs into what's already there instead of starting from nothing.

Related tipReplace one manual handoff with a governed sync

Go deeper

Ten agents run our business. The point is what connects them.

We run parts of our own business on ten Claude agents. They work because they aren't ten tools—they're one system with a shared backbone. Here's what that taught us.

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