AI TRANSFORMATION    ENABLEMENT   PRODUCT STRATEGY

AI TRANSFORMATION
ENABLEMENt
PRODUCT STRATEGY

Tailor AI to the work,

govern its impact,
scale what works.

Turning executive ambition into AI-enabled workflows, measurable outcomes and organisational capability, across strategy, delivery and adoption.

Impact selection

€2m
Annual recurring revenue generated by two developed and operated products.
30,000+
Users across five organisational SaaS deployments.
72%
Reduction in delivery effort and cost within an AI-supported workflow pilot.
250+
Projects translating strategy into products, processes and organisational change.

Proof metrics

Generated approximately
Governed a shared SaaS platform across five independent organisations by aligning a
Reduced AI-supported production effort by
Converted more than
€2m
90%
72%
100
in annual recurring revenue through product pitching, client advisory, roadmap ownership and continuous service development.
common product core with individual priorities and requirements.
from 30 to 7 person-days, by redesigning the workflow around structured AI assistance and human quality gates.
AI opportunities into a multi-horizon transformation portfolio by assessing value, readiness, dependencies, cost and governance.

Align. Build. Embed. Scale.

From ambition

to capability

Converted more than 100 AI opportunities into a multi-horizon portfolio.

Method
Assessed strategic value, readiness, dependencies, cost, commercial potential and governance requirements.

Result
‍Leadership received a structured basis for quick wins, capability investments and longer-term transformation.

Align

Reduced production effort and cost by 72%.

Method
‍Redesigned a interdisciplinary workflow around structured AI assistance, defined responsibilities and human quality gates.

Result
‍Delivery decreased from 30 to 7 days.

Build

Built repeatable organisational AI capability.

Method
Combined weekly workflow sessions, role-, task- and tool-specific guidance, trend intelligence, templates, quizzes and leadership coaching.

Result
AI adoption moved from shadow AI and isolated enthusiasts to internal champions and organisational literacy.

Embed

Governed one shared platform across five independent organisations.

Method
Balanced a 90% common product core with individual requirements through recurring multi-party steering.

Result
Shared investment, continuous development and more than 30,000 users.

Scale

Operating method

Always start with the work; never with the tool.

Understand
icon

Clarify business goals, workflows, stakeholders, data, friction and constraints.

Prioritise
icon

Evaluate value, feasibility, readiness, dependencies and risk.

Build and validate
icon

Prototype the smallest credible solution, test it with real users and measure the result.

Embed and scale
icon

Establish ownership, governance, capability and reusable organisational patterns.

ONE OPERATING PATTERN. SEVERAL DISCIPLINES.

Complexity has always been the starting point

Ten years of leading independent consulting built business management, strategy ownership and the ability to assemble the right expertise around unfamiliar problems.

Five years inside Germany’s largest statutory health-insurance network added organisational scale, regulation, platform governance and leadership across multiple stakeholder systems.

Today, those experiences converge in AI transformation and enablement: connecting strategy, technology, communications and people until change becomes operational.

Career markers

2011–2021

AI transformation, organisational enablement and operating-model design

2021–present
studioVernier

Independent strategy, product and design consultancy

AOK Medien

Product, AI-transformation and functional leadership.

2011–2021
studioVernier

Independent strategy, product and design consultancy

2021–present
AOK Medien

Product, AI-transformation and functional leadership.

recent subjects

AI transformation, organisational enablement and operating-model design

Useful work, made public.

Library

Frameworks, publications, open-source experiments and practical assets for turning strategic ideas into operational change.
The Library is growing. Explore more frameworks, experiments and open-source resources now on:

Credentials

Selected education supporting the work

MIT Professional Education

Leadership for the AI Age

Hasso Plattner Institut

AI, Ethics, Data and Quality

AWS

Generative AI for Executives

Scrum Alliance

Certified Scrum Product Owner and Certified Agile Leader

IBM

Enterprise Design Thinking

Additional education spans leadership, organisational change, emotional intelligence, accessibility, product development and responsible technology.

Additional education spans leadership, organisational change, emotional intelligence, accessibility, product development and responsible technology.

Additional education spans leadership, organisational change, emotional intelligence, accessibility, product development and responsible technology.

140 projects since 2021 for AOK Medien – inhouse agency of Germany’s biggest health insurance.

Complex transformation ahead?

Strategy, technology and people rarely move at the same speed. That is exactly where the work begins.