Maturity Assessment with a Balance Score
A 40-question, behaviorally-anchored maturity model that scores pillars *and* variance — a high average with high spread is fragile, not healthy.
Harvested from aking-beep/arc-cith-app — C.I.T.H. maturity framework
View source in repo →
When not to use
A five-question marketing quiz. If answers are not behaviorally anchored, a balance score is decoration.
Problem
Most maturity models average a handful of pillars and call the result "ready." A team that is excellent at tooling and empty at governance looks identical to a balanced team at the same mean. C.I.T.H. exists to make that lie visible: a high average with high variance across pillars is fragile, not healthy.
Shape
Team answers 40 behaviorally-anchored questions
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Per-pillar scores
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Balance score (variance / spread across pillars)
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Readiness profile = mean × balance, with the gap named
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Report: strengths, fragile pillars, recommended next workQuestions are behavioral ("what actually happens when X") rather than aspirational ("we value Y"). The scoring engine is reusable across ARC assessments (AI-readiness, AWS, DevOps, CRO).
Key decisions
- Anchor every item in observable behavior, not values. Otherwise people grade their intent.
- Ship the balance score next to the mean. Hide it and you are back to a vanity average.
- One profile per team, not per executive. High variance inside a team is the finding.
- Recommendations map to Studio work (the flywheel: free tool → named gap → scoped engagement) without gating the report behind a sales call.
Failure modes
Averaging away the weakest pillar is how a "green" score ships into a real incident. Letting one champion fill the survey for a 40-person org measures that person. Numeric scores without the behavioral evidence make the report undebatable and therefore unused.
Scaling path
Start with one framework (C.I.T.H.). Reuse the scoring engine for AWS / DevOps / AI-readiness assessments in Operator AI. Longitudinal re-takes become the ARC Platform dashboard once teams want the score as a system, not a PDF.