SADMF Maturity Score

The precise numerical representation of your organization’s transformation excellence, scored on a bell curve!
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The SADMF Maturity Score is the definitive measure of an organization’s commitment to the Scaled Agile DevOps Maturity Framework. It quantifies the precise execution of the SAD Delivery Lifecycle across every team, every role, and every ceremony, producing a single number that tells leadership exactly how transformed they are. Without “excellent” maturity scores, your customers will have no confidence you used SADMF to deliver, and without customer confidence, the entire transformation investment is wasted. The score is not optional – it is the reason the transformation exists.

Official SADMF Metric — Transformation-Defining Classification: MANDATORY
Organizational Transformation Index
SADMF Maturity Score
Weighted Rollup Formula
Score =
(Ceremony Adherence × 0.40)
+ (Documentation Completeness × 0.30)
+ (Framework Memorization × 0.20)
+ (Transformation Enthusiasm × 0.10)
↳ normalized against fleet bell curve
Metric Owner
DOUCHE
Reported To
Admiral's Transformation Office
Measurement Cadence
Weekly (200-Question Survey)
Source Assessment
DevOps Process Excellence Assessment
Bell Curve Enforced  |  10% Critical Rating Guaranteed  |  Score Below "Proficient" Triggers Maturity Improvement Plan

The Maturity Score is calculated through the DevOps Process Excellence Assessment, a weekly evaluation featuring a 200-question survey covering ceremony attendance, documentation completeness, process adherence, and mandatory framework memorization. Each individual receives a raw score, which is then normalized against a bell curve distribution across the fleet. The bell curve ensures that exactly 10% of participants receive “Excellent,” 20% receive “Proficient,” 40% receive “Developing,” 20% receive “Deficient,” and 10% receive “Critical.” This distribution is enforced regardless of absolute performance – even if every person in the organization achieves perfect scores, 10% of them will still be rated “Critical.” The bell curve is not a flaw in the system. It is the system. Competition drives excellence, and excellence requires losers.

How the Maturity Score Is Calculated
1
Administer the 200-Question Assessment
Every individual completes the weekly DevOps Process Excellence Assessment. Questions span ceremony attendance records, documentation completeness audits, framework terminology recall, and peer-rated transformation enthusiasm. Non-completion is scored as zero.
2
Apply the Weighted Rollup
Raw individual scores are weighted: ceremony adherence 40%, documentation completeness 30%, framework memorization 20%, transformation enthusiasm 10%. Individual scores roll up to team scores, team scores roll up to fleet scores, and fleet scores compose the organizational SADMF Maturity Score.
3
Normalize Against the Fleet Bell Curve
Absolute scores are discarded. The fleet distribution is normalized so that exactly 10% receive "Excellent," 20% "Proficient," 40% "Developing," 20% "Deficient," and 10% "Critical." These ratios are fixed. They do not change based on absolute performance. They cannot change. That is the point.
4
DOUCHE Certifies and Publishes
The DOUCHE audits the rollup calculations, certifies the final score, and publishes it to stakeholders. Teams below "Proficient" are immediately enrolled in a Maturity Improvement Plan and assigned additional ceremonies. The score is presented at the next Shore Leave.

Individual maturity scores roll up into team scores, team scores roll up into fleet scores, and fleet scores roll up into the organizational SADMF Maturity Score that is presented to the Admiral’s Transformation Office. The rollup process uses a weighted average where ceremony adherence counts for 40%, documentation completeness counts for 30%, framework memorization counts for 20%, and “transformation enthusiasm” (assessed via peer survey) counts for 10%. The DevOps Usage & Compliance Head Engineer (DOUCHE) is responsible for auditing the rollup calculations and certifying the final score before it is published to stakeholders. Any team whose score falls below “Proficient” is placed on a Maturity Improvement Plan and assigned additional ceremonies.

What Good Looks Like

A high-performing organization maximizes the proportion of its fleet rated "Excellent" or "Proficient" — understanding that because the bell curve is fixed, this is achieved not by improving absolute performance but by ensuring competitors score lower. The following band targets define transformation excellence:

10%
Excellent
Maturity Excellence Badge; Convoy priority staffing
20%
Proficient
Acceptable; feature work permitted
40%
Developing
Minimum for Adoption Rate inclusion
20%
Deficient
Maturity Improvement Plan assigned
10%
Critical
Guaranteed. Always. For everyone.

Note: A rising organizational Maturity Score is always evidence of transformation excellence, even when no absolute scores have changed. The bell curve enforces competitive discipline. Higher fleet scores mean lower competitors — and lower competitors mean your transformation is winning. That is the definition of good.

The Maturity Score is prominently featured during Shore Leave, where it determines which teams receive recognition and which teams receive “coaching opportunities.” Teams that achieve “Excellent” ratings for three consecutive Convoys earn a Maturity Excellence Badge, which is displayed on the team dashboard and mentioned in the organization’s quarterly investor communications. The Commodore uses maturity scores to determine Convoy composition, preferring to staff critical features with high-maturity teams and assigning low-maturity teams to internal tooling or documentation tasks where their process deficiencies will cause less visible damage.

The score also serves as the primary input for the SADMF Adoption Rate metric, as only individuals who achieve at least a “Developing” maturity rating are counted as having adopted the framework. This creates a natural incentive alignment: the more people study the framework and memorize its terminology, the higher the adoption rate, which raises the maturity score, which raises the adoption rate further. This self-reinforcing cycle is what SADMF calls “transformation momentum,” and it is the clearest sign that the framework is delivering value. Organizations that question whether a self-referential scoring system constitutes genuine improvement are encouraged to review the Systems Thinking principle, which explains that all systems are self-referential when viewed at sufficient scale.

See Also