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AI governance in practice

Suntinus · Insight for decisions

Where does AI create value? Where are controls or skills missing? Connect these three dimensions to understand different profiles and guide your next investments.

Demo · fictional data

Organizations and positions are invented to illustrate navigation. They do not represent client results, certification or an assessment of Suntinus.

01 / Explore the cube

V × G × L

Select a cell or choose an example. Each position combines three dimensions; numbers inside cells indicate fictional organizations.

Interactive Value, Governance and Literacy cubeV · ValueG · GovernanceL · LiteracyV1G1L1 · INERT·V3G1L1 · FRAGILE POCKET·V1G3L1 · FORMALIST·V3G3L1 · CONSTRAINED·V5G1L1 · RISKY JACKPOT·V1G5L1 · COMPLIANCE SHELL·V5G3L1 · SHADOW VALUE·V3G5L1 · BUREAUCRATIC·V5G5L1 · CONTROLLED VALUE·V1G1L3 · CURIOUS·V3G1L3 · EXPERIMENTER·V1G3L3 · DEVELOPING·V3G3L3 · BALANCED MID1V5G1L3 · UNREGULATED GROWTH·V1G5L3 · POLICY READY·V5G3L3 · EMERGENT VALUE·V3G5L3 · STRUCTURED LEARNER1V5G5L3 · GOVERNED SCALER·V1G1L5 · SHADOW USER·V3G1L5 · GRASSROOTS INNOVATOR·V1G3L5 · LITERATE NOVICE·V3G3L5 · CAPABLE USER·V5G1L5 · WILD VALUE1V1G5L5 · GOVERNED NOVICE·V5G3L5 · LITERATE SCALER·V3G5L5 · GOVERNED COMPETENT·V5G5L5 · SOVEREIGN·Explore all 27 positions in a table ↓

02 / Suntinus

What your organization can do with this

01

Compare profiles

See differences across teams, business units or products. Identify where AI value is supported by governance and user capability.

02

Set priorities

Use the assessment to guide training plans, control reviews and pilot selection. Connect each action to an owner and an expected outcome.

03

Track progress

With regular assessments and consistent criteria, compare progress across teams and check whether actions are producing the expected outcomes.

Explore all 27 positions in a table
Demo · fictional data · V / G / L
PositionArchetypeExamples
SOVEREIGN0
GOVERNED SCALER0
LITERATE SCALER0
GOVERNED COMPETENT0
EMERGENT VALUE0
STRUCTURED LEARNER1
CAPABLE USER0
BALANCED MID1
CONTROLLED VALUE0
WILD VALUE1
GOVERNED NOVICE0
SHADOW VALUE0
UNREGULATED GROWTH0
BUREAUCRATIC0
GRASSROOTS INNOVATOR0
POLICY READY0
LITERATE NOVICE0
CONSTRAINED0
EXPERIMENTER0
DEVELOPING0
RISKY JACKPOT0
COMPLIANCE SHELL0
SHADOW USER0
FRAGILE POCKET0
FORMALIST0
CURIOUS0
INERT0

This is a visual demonstration with fictional data. Questionnaires, assessment criteria, action plans and historical tracking can be developed for your organization’s context.

Where can your organization progress with AI?

Tell us which teams, products or decisions you need to monitor. Suntinus can turn that context into an assessment and progress tracking solution.

Discuss my project ↗