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ESSAY · 6 MINOPINIONJAN 2026

Why we won’t build you an AI sales agent.

Every week we turn down a request for an “AI that closes deals for us.” The pitch is intuitive: AI is good at language, sales is mostly language, therefore. The reasoning doesn’t hold, and here’s why we’ve seen it fail.

The pitch is intuitive. AI is good at language. Sales is mostly language. Therefore: AI should be able to do sales. We turn down a request like this about once a week, and we want to explain why.

The first reason is liability. A closing conversation in B2B services is, materially, a commitment. A price is agreed, a scope is set, terms are exchanged. When that conversation goes wrong, the consequences fall on the firm that signed the contract: refunds, rework, reputational damage. AI sales agents make those commitments without a human in the loop. We’ve never seen a small business genuinely happy with the trade between speed and exposure, and we’ve seen at least three burn money trying.

The second is more interesting. The hard part of sales for the businesses we work with is not the talking. It’s the qualifying, the routing, the timing, the follow-up discipline. None of those things require an autonomous agent. They require workflows. A meeting-prep brief that reads the prospect’s recent news. A draft of the proposal that pulls the right precedents. A churn-risk signal that flags the customer who stopped logging in. We build those, gladly. They’re three of the most common patterns in our catalog.

If you genuinely want an AI sales agent, the honest version of that conversation is: hire a junior salesperson, train them well, and give them AI-augmented workflows. That’s the cheaper, lower-risk way to get most of what you wanted.

The third reason is the one we don’t lead with, but it matters: brand. A consultancy known for shipping autonomous sales agents will be associated with the (predictable) bad outcomes of those agents in two years’ time. We have opinions about what AI should and shouldn’t do, and we put them in our marketing because we think they’re right, not because we’re trying to be coy.