GTM Glossary · Motions & Plays

AI Sales Transformation

Rebuilding a sales motion so AI handles research, enrichment, drafting, and preparation while humans keep the conversation.

[01]What It Means

The practical work is mapping the funnel stage by stage and placing AI where it compresses effort without touching trust: account research, list building, meeting prep, follow-up drafting, CRM hygiene. The judgement, the call, and the negotiation stay human.

[02]Why It Matters

When AI produces the activity, activity stops being a useful measure of effort. Targets, forecasting, and compensation have to be rebuilt around outcomes, or the organisation optimises for output nobody wanted.

[03]Where It Goes Wrong

Automating the conversation itself and losing the trust that closes European deals.Keeping activity-based KPIs after AI has made activity nearly free.Deploying AI voice without meeting the disclosure duty under the EU AI Act.

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