Expansion
One definition of when customer evidence represents a credible expansion opportunity, and how it should progress. A usage spike gets flagged as an upsell on its own, with nothing checking whether the customer is even getting value yet. Your GTM system's memory holds the value, product fit and stakeholder conditions that qualify a motion, and the rules for handing it to Sales.
The moments expansion gets called, and what qualifies it
The expensive mistakes here run both ways: opportunities missed because nobody was looking, and commercial conversations opened before the customer had any reason to say yes.
01 | The Current Way
02 | AI Added On
03 | AI-Native
Usage spikes on an account
Read as an upsell trigger
A rise in consumption is treated as buying intent, whether or not the customer is getting value yet.
Arrives with a drafted plan
The trigger arrives sooner and with a drafted plan. Nothing has assessed whether the opportunity is credible.
Qualified only once evidenced
The signal is evaluated for realised value, product fit, stakeholder coverage and timing before anything is called an opportunity.
A weak opportunity is dropped
Rejected silently
One person decides it is not real. No record of why, and the same signal gets raised again next quarter.
A plan, quietly shelved
A plausible account plan nobody believes. It is dropped without anything being learned from dropping it.
The rejection is on the record
It states which criterion failed, so a pattern of rejections on the same criterion becomes a case for changing it.
It is time to involve Sales
Handoff depends on the pair
Some CSMs bring Sales in early with full context, some late with none. Both call it the process.
Reads better, proves nothing
The handover document reads better. What must be true before handing over is still unstated.
Handoff criteria are defined
The memory states what must be evidenced before a motion becomes commercial, and Sales receives that evidence with it.
A CSM fears damaging trust
The opportunity goes unraised
Caution wins, because there is no shared standard for when a commercial conversation is warranted.
Pushed by a tool instead
Automated prompts create the opposite risk: a commercial approach with nothing behind it.
The evidence carries the ask
When qualification is explicit and value is evidenced, raising it is a service rather than a pitch, and the CSM still makes the call.
Expansions close, or do not
Qualification never improves
Outcomes go into the CRM. The judgement that produced them was never written down to be corrected.
One misjudgement, applied everywhere
An untested set of triggers applied to every account repeats one misjudgement across the base.
Conversion retunes the criteria
Conversion and retention outcomes show which criteria predicted real opportunities, and a new version goes live only once CS and sales leadership approve it.
Capabilities that reason with this memory
Sales
Deal Health
Sales
Daily Brief | Sales
Prospecting
Daily Brief | Prospecting
One system that understands, decides, acts and learns.
Every GTM signal flows through an AI-native operating layer into a system that runs on the surfaces your team already uses.
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An advantage competitors cannot buy back: years of success and failure, codified.
One approved definition of what makes an expansion opportunity credible: the expansion types, the evidence required, the realised value and product fit conditions, the stakeholder and timing criteria, and the rules for handing a qualified motion to Sales.
Against criteria your company has agreed, not against generic buying signals. A model can spot a usage spike and draft a plan without any view on whether this customer has realised enough value to warrant the conversation. The qualification logic has to be stated, then applied the same way every time.
Rarely a single one. Consumption growth matters only alongside evidence that the customer is getting what they already bought, that the product genuinely fits the next use case, and that the right stakeholders are engaged. Which combinations hold is what outcomes establish.
By reasoning from the same memory rather than negotiating case by case. The qualification criteria and the handoff conditions are one approved definition, so a motion arrives carrying the evidence that qualified it, and both teams can see why it met the bar.
Value realisation establishes whether the customer got what was promised. Expansion asks whether that record, plus product fit and stakeholder context, justifies proposing more. Value is the evidence; expansion is the judgement that reads it, which is why expansion cannot be assessed without it.