Chief Data Officer · Munich

Building AI governance that enables, not blocks.

A working AI-governance system at Germany’s largest public insurer — and a voice in the industry working groups translating EU regulation into operational practice.

AI & Data Governance EU AI Act FiDA Stanford PhD
Portrait of Dr. Oliver M. Duschka

Current focus

Data foundations underneath, AI accountability on top, regulation framing both.

AI Governance

An AI system registry, an EU AI Act–aligned risk classification, and review workflows embedded where teams actually build — not bolted on at release.

Data Governance

Data ownership and stewardship across business domains, plus the event-driven platform underneath Versicherungskammer’s Data Driven Transformation.

Regulatory Intelligence

FiDA preparedness, active participation in industry working groups shaping German insurance AI standards, and translating evolving EU regulation into operational practice.

About

From regulation to practice.

I lead AI and Data Governance at Versicherungskammer — Germany’s largest public insurer — building frameworks that make responsible AI adoption possible rather than preventing it.

My focus is a practical AI governance framework for EU AI Act compliance: an AI system registry, risk classification, and embedded governance workflows. The goal isn’t to avoid risk — it’s to make risk transparent and manageable from the start.

My scope includes data governance within Versicherungskammer’s Data Driven Transformation programme, and regulatory preparedness for FiDA as Europe’s financial data landscape evolves. In early 2025, I transitioned into Corporate Development to embed AI and data governance as a strategic function.

I represent Versicherungskammer in industry regulatory working groups and speak regularly at conferences on proportionate, embedded AI governance.

Earlier in my career: Head of Sales & Customer Success at think-cell, VP & General Manager EMEA at Unisys, SVP at T-Systems, Engagement Manager at McKinsey, and founding engineer at Socratix — a bioinformatics startup in Palo Alto.

7+ Years at Versicherungskammer
~750 Employees led at T-Systems
PhD Computer Science, Stanford
10+ Peer-reviewed publications

Career

Strategy, scale, and engineering — applied in industries where regulation matters.

2022 — Now
Versicherungskammer

Chief Data Officer

Built Versicherungskammer’s AI governance function from scratch: AI system registry, risk classification framework, and governance workflows for EU AI Act compliance. Leading data governance within the company-wide Data Driven Transformation programme and regulatory preparedness for FiDA. Transitioned into Corporate Development in early 2025 to embed AI and data governance as a strategic corporate function. Regular speaker at industry conferences and active in regulatory working groups.

AI Governance EU AI Act FiDA Data Strategy Corporate Development
2018 — 2022
Versicherungskammer

Program Manager Data

Designed and implemented Versicherungskammer’s first enterprise-wide data governance framework, establishing organisational structures, roles, and processes for data ownership across business domains. Headed the implementation of the company’s first event-driven data platform — the technical foundation for the Data Driven Transformation.

Data Governance Data Platform Enterprise Architecture
2017 — 2018
think-cell

Head of Sales and Customer Success

Built the customer success initiative for think-cell’s largest accounts globally. Defined and implemented the outbound sales approach, initiated a partnering programme with a major statistics portal, set up an incentive programme with key resellers, and implemented a sales operations dashboard providing end-to-end transparency of the sales process and customer lifecycle.

Sales Leadership Customer Success SaaS
2012 — 2017
Unisys

Vice President & General Manager, EMEA

Global P&L leader for all Life Sciences, Consumer Packaged Goods, and multinational clients in EMEA. Full responsibility for growth, revenue, profitability, and client satisfaction. Achieved 16% year-over-year top-line growth while improving profitability and NPS by +20 points year-over-year. General Manager of Unisys Enterprise Services GmbH in Germany.

~$200M revenue +16% YoY NPS +20pts
2007 — 2012
T-Systems

Senior Vice President, ICT Operations

Member of the Management Committee of ICT Operations, which delivered private cloud, data centre outsourcing, and end-user computing for multinational customers across 22 countries. Built and led an organisation of ~750 employees in Western Europe and four nearshore/offshore hubs. Led the development and operations of T-Systems’ Operations Support Systems (OSS) platform with an annual budget of ~€150M. Executive sponsor for ICT outsourcing transactions, including a “Big Deal” with transaction volume exceeding €100M. Established a worldwide project management organisation and PM standards for ICT Operations. Implemented a worldwide Six Sigma programme with 11 Master Black Belts and ~100 Black Belts running 100+ improvement projects concurrently.

~750 people 22 countries ~€150M budget
2004 — 2006
Computacenter

Director, Quality & Business Improvement

Established Computacenter as a market player in Six Sigma training and consulting. Managed a reorganisation of the sales and service organisation in Germany, affecting ~3,000 employees. Responsible for all strategic process improvement, customer satisfaction, ISO certification (9001, 14001, OHSAS 18001), and company-wide knowledge management.

Six Sigma ISO 9001 Organisational Change
1999 — 2003
McKinsey & Company

Engagement Manager

Led strategy, business building, IT architecture, and cost reduction engagements — predominantly in financial services (insurance, banking) with a strong focus on IT strategy. Engagements included IT department co-management, cost reduction programmes for insurers, project portfolio audits, global sourcing IT architectures, and corporate venturing strategy.

Strategy IT Architecture Financial Services Insurance
1998
Socratix Inc.

Founding Engineer & Director, Information Integration

First employee of a seed-funded bioinformatics startup in Palo Alto. Developed core technology for integrating autonomous heterogeneous databases, building on Stanford research. Presented to VC firms on Sand Hill Road. Managed the company’s technical development plan and patent application process.

Startup Bioinformatics Silicon Valley Information Integration

Speaking & Industry

On stage, and in the rooms where standards get drawn.

Dr. Oliver M. Duschka speaking at the Plug and Play Germany Summit, Munich
Plug and Play Germany Summit, Munich — 2026
CDO BFSI Exchange Europe · Berlin

Proportionate AI Governance in Financial Services

Practical approaches to embedding EU AI Act compliance in a regulated environment — drawing on Versicherungskammer’s implementation experience with risk classification and governance workflows.

Plug and Play Germany Summit · Munich

Enabling AI at Scale: From Framework to Practice

Building governance structures that accelerate responsible AI adoption — sharing lessons from designing a framework that serves innovation rather than impeding it.

Regulatory Working Groups · German Insurance

Shaping AI Governance Standards for German Insurance

Active contributor to working groups shaping AI governance and compliance standards across the German insurance industry, bridging regulatory requirements and operational practice.

Writing

Recent essays.

All essays →

Education

Academic background.

1993 — 1997
Stanford University

M.S. & Ph.D., Computer Science

Research focus: information integration & query optimisation.

Fulbright Scholar · Schlumberger Fellowship

2008
London Business School

General Management Programme

2007
Instituto de Empresa

Leadership Excellence Program

2000
MIT Sloan School of Management

Business Technology Programme

1990 — 1993
TU Darmstadt

B.S., Business Administration & Computer Science

Scholar, German National Scholarship Foundation (Studienstiftung des deutschen Volkes)

Recognition

Awards & distinctions.

PODS

Alberto O. Mendelzon Test-of-Time Award

ACM Symposium on Principles of Database Systems

PODS

Best Newcomer Paper Award

ACM Symposium on Principles of Database Systems

Fulbright

Fulbright Scholar

U.S.–German Fulbright Commission

Stanford

Schlumberger Fellowship

Stanford University

Studienstiftung

Scholar, German National Scholarship Foundation

Studienstiftung des deutschen Volkes

Grantee

Hermann-Schlosser-Stiftung

Patent

Method and apparatus for knowledgebase searching

U.S. Patent No. 6,178,416 — Granted January 23, 2001

Research

Selected publications.

Best Newcomer Paper Award

Answering Recursive Queries Using Views

ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems

with M. R. Genesereth

Recursive Query Plans for Data Integration

Journal of Logic Programming

with M. R. Genesereth, A. Y. Levy

Complexity of Answering Queries Using Materialized Views

ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems

with S. Abiteboul

Query Planning with Disjunctive Sources

AAAI Workshop on AI and Information Integration

with M. R. Genesereth

Infomaster: An Information Integration System

ACM SIGMOD International Conference on Management of Data

with M. R. Genesereth, A. Keller

Recursive Plans for Information Gathering

International Joint Conference on Artificial Intelligence (IJCAI)

with A. Y. Levy

Query Optimization Using Local Completeness

AAAI National Conference on Artificial Intelligence

Infomaster — An Information Integration Tool

International Workshop on Intelligent Information Integration

with M. R. Genesereth

Query Planning in Infomaster

ACM Symposium on Applied Computing

with M. R. Genesereth

Contact

Get in touch.

Whether it’s AI governance, data strategy, a speaking invitation, or a quieter board conversation — write directly.

LinkedIn /in/duschka
Based Munich, Germany
Languages English · Deutsch