Stages Should Be Derived, Not Declared

In most CRMs, moving a deal from one stage to another is a manual action. A rep decides the deal has progressed, drags it to the next column, and updates the close date. The forecast shifts accordingly.

But when you dig in: why did they move it? Was there a specific event? A signed LOI, a confirmed budget, a scheduled pilot? Or did it just "feel" like the deal was progressing?

The uncomfortable truth: most stage changes are declarations, not derivations. The rep says the deal is in Negotiation because they had a pricing conversation. But having a conversation about pricing doesn't mean you're negotiating. It might mean the prospect is comparison shopping.

What if stages were computed from evidence?

Consider a system that tracks verified signals across every interaction:

- Discovery to Qualification: When pain, budget, timeline, and authority are all confirmed (not just discussed) - Qualification to Evaluation: When the prospect is actively comparing solutions and has committed resources - Evaluation to Negotiation: When specific terms are being discussed with someone who has signing authority - Negotiation to Closed: When a verbal commitment or signed document exists

Each transition happens automatically when the evidence threshold is met. And reverts if evidence weakens. A deal can't stay in "Negotiation" if the champion went silent three weeks ago.

This is uncomfortable for reps because it removes the ability to present an optimistic pipeline. It's uncomfortable for managers because it reveals how many "advanced stage" deals are actually stuck.

But it's exactly what every revenue organisation needs: a forecast based on what happened, not what someone hopes will happen.