Customer Health Assessment
Health scores turn complicated accounts into one colour, and nobody quite trusts the colour. This skill produces a health judgement you can defend: adoption, value delivered, support, engagement, stakeholders and commercial context, each judged against your Customer Health memory with the evidence and confidence shown. CSMs explain a yellow in one sentence, leaders trust the wall of green, and renewal and churn outcomes retune what health means.
Customer Success
Customer Health
Customer Risk
Customer Health
Adoption
Value Realisation
When the colour gets questioned
A health score is trusted right up to the first hard question. This is what changes when the judgement can show its work.
01 | The Current Way
02 | AI Added On
03 | AI-Native
Usage dips for a fortnight and the score stays green
Weights set at implementation
The score mixes metrics configured a year ago with CSM judgement. Context that does not fit a metric gets handled differently by each CSM.
The same weights, now with prose
Explaining the score does not fix it, because the static weights underneath still cannot tell a seasonal dip from the start of a slide.
The dip is judged in context
The CSM learns whether this dip matters for this account, with the evidence and confidence, in time to act on it.
Leadership asks why the account is yellow
Translated from memory
The CSM explains the yellow from what they recall of the account. Two CSMs give two different stories for the same colour.
A recital of the inputs
The generated explanation restates what went into the score without judging what matters, so the hard question comes right back.
Yellow explained in one sentence
The answer is on the page: which dimension moved, the evidence, what changed since last review. The meeting goes to what to do about it.
The renewal forecast leans on last quarter's colour
Green accounts still churn
The colour feeds the renewal forecast, but stale weights mean some greens were never healthy, and nobody can say which ones.
A score that cannot defend itself
The explanation cannot say whether this green would survive a renewal conversation, because the score never weighed the commercial context.
A forecast that trusts its greens
Renewal forecasts rest on health that is evidenced and confident, and every renewal or churn outcome retunes what healthy means here.
Capabilities that run this skill
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.
Explore the GTM System →Churn Drivers
Expansion Signals
Product Usage
Expansion Opportunity
Account Plan
Intervention Priority
QBR Prep
Sales Handover
Save Plays
Upgrade Onboarding
Upgrade Playbook
Upgrade Forecast
SEE WHY REVOPS + MARKETING LEADERS CHOOSE REVENUE LABS
The GTM teams that learn fastest will win. Build yours a system that learns.
An advantage competitors cannot buy back: years of success and failure, codified.
As a judgement that shows its work. Adoption, value delivered, support, engagement, stakeholders and commercial context are each judged against your Customer Health memory, with evidence and confidence per dimension, so anyone can see why an account is green and challenge it on specifics.
By keeping the dimensions visible instead of collapsing them into one number. Each dimension carries its own evidence and confidence, changes are tracked over time, and when a CSM overrides the judgement their reason is recorded. The colour becomes the summary of an argument you can read.
Adoption and usage, value delivered against the success plan, support history, engagement, stakeholder coverage and commercial context such as the upcoming renewal. Your CS lead sets how they weigh in the Customer Health memory, and renewal and churn outcomes tune the weighting over time.
Yes, with a reason. The person closest to the account often knows what the evidence cannot show yet; their override stands, recorded alongside the evidence. Overrides are also signal: where CSMs keep correcting the same dimension, the definition of health gets revisited.
Health is the overall condition of the account, judged dimension by dimension. Risk is the specific threat and its fix: which accounts need an intervention now, and why. They work together: a weakening health dimension is often the first evidence a risk assessment picks up, on the same account evidence.