The end of the Slack tax

We've been paying for alignment in everyone's attention, without ever calling it a cost. We may not have to much longer.

What would it take for a company to not need Slack? I don’t mean swapping it for a different chat tool, I mean genuinely not needing one. It sounds like a productivity fantasy, but taking the question seriously means asking why we needed chat in the first place.

Strip away the channels and the emoji and workplace chat is alignment machinery. Letting people know something changed. Asking a question whose answer lives in someone else’s head. Checking status, agreeing on what we’re doing, signaling that a thing is ready or that a thing is needed. It’s the connective tissue between people who each hold one piece of the work, and every ping is a small payment on the same bill. Chat is the tax a company pays to stay aligned, levied continuously, in everyone’s attention.

The tax got cheaper, so we paid more

The strange thing about this tax is that making it cheaper to pay made us pay more of it. Coordination used to be expensive, a meeting you had to call, a memo you had to route, so companies rationed it. Slack dropped the price of a coordination ping to nearly zero, and total spending went up, the way it does whenever something scarce becomes nearly free. A busy Slack reads as a company staying aligned, but the volume mostly measures how easy the tax is to levy, and how much attention it collects along the way.

The tax was rational for one reason: alignment could only live in people. The picture of what the company is doing and why sat in heads, so keeping that picture coherent meant constantly moving pieces of it between heads. Every handoff was a context transfer, every standup a sync, every “quick question” a fetch from someone else’s memory. Chat won because it’s the cheapest mover of context anyone ever built.

When the work stays aligned on its own

That premise is what’s changing. As more of the work runs through AI that reads and writes the same shared picture of the company, the goals, the decisions, the current state of things, alignment stops being something people do between tasks and starts being a property of the system doing the tasks. Work that starts from the shared picture doesn’t need a kickoff ping, and work that lands back into it doesn’t need a status update, because the update is the work itself landing where everyone, human and AI, can see it. If the work stays aligned on its own, there’s less and less to pay the tax on.

None of this removes the need for judgment, direction, and wisdom about where the work should go. But ironically, those were exactly what chat buried, the higher-order questions lost under an avalanche of tactical pings and scrolls and never-ending yammer, and the few conclusions that did surface sank into the scrollback for someone to ask again three weeks later. The endpoint I’m describing is a more focused company, not a silent one, where the talking that remains is about direction and judgment, because the tactical layer stopped needing talk.

The test we apply now

This has become one of the rails of our AI strategy at BotBot, maybe the clearest one we have. Every piece of AI we bring in should shrink the alignment tax, and when something has us pinging each other more instead of less, that tells us it’s coordinating rather than working, and we’ve wired it in wrong. I’d offer the same test to anyone: if your AI makes you more dependent on chat, it’s moving the work around instead of absorbing it.

We’re a tiny team, so I hold our own evidence loosely, but our Slack has gone strangely quiet as more of the work moved onto a shared picture like this, and the overhead went with it: less waiting on each other, less re-explaining, fewer decisions dissolving into the scroll. I don’t know yet how far this goes, or how it plays at a hundred people instead of two. But it’s the first time I can remember that the honest answer to “how do we stay aligned” might not be “talk more,” and I’d ask any bigger company the question that started this: how much of your Slack is conversation, and how much of it is the tax?