Foundation, custom chatbots, agents, then swarms. Skipping a phase is the fastest way to a failed AI rollout.

How the room workshopped it

The members opened with the same friction most B2B sellers feel: cold outreach lands as noise, and "quick intro call" requests get ignored. The shift came when the group reframed the first touch as a gift of insight, not a request for time.

Foundation, custom chatbots, agents, then swarms. Skipping a phase is the fastest way to a failed AI rollout. One member shared a recent example where a short note referencing a competitor's pricing move — paired with a one-line observation about what it signalled — earned a reply inside the hour. No pitch, no calendar link. Just a useful read on the buyer's market.

Peter pushed the table further: the insight has to be specific enough that the buyer feels seen. Generic industry stats don't move anyone. Name the account, name the pattern, name what it likely means for them.

The play, step by step

1. Pick one account. Spend fifteen minutes finding a signal nobody on the buying committee has had time to process yet — a hire, a filing, a pricing change, a partnership.

2. Write three sentences. What happened, what it likely means for them, and one question you'd want answered if you were in their seat.