What they asked for: a chatbot. What they actually needed: a better intake form.

A services company came in wanting "an AI chatbot for the website." They had three quotes already, all in the $40–80k range. They wanted to know what we'd charge.

Spent twenty minutes on the call asking what the chatbot was for. The honest answer, after a bit: "We're tired of getting demo requests from people who aren't a fit, and our sales team is wasting hours on bad-fit calls."

That's not a chatbot problem. That's a qualification problem.

We rebuilt their existing contact form into a five-question conversational intake — the same one their sales team would ask on the first call anyway. Sent each submission to Slack with a fit verdict (strong fit / maybe / pass) and a one-line reasoning, plus a draft reply they could copy. Two weeks of build time. About $6k.

Demo no-shows dropped from 38% to 11%. Their sales lead said it was the first time in six months he'd opened a Monday inbox without dread.

The "AI chatbot" framing wasn't wrong, exactly. It just hadn't been pressure-tested. Most of the time, when someone asks for AI, they're describing a symptom — not the thing they actually need. The work is figuring out what's underneath.

That's why every engagement here starts with a brief, not a quote.