Data-Driven Business Management: Decide Instead of Discuss.

A consistent KPI framework, transparent management views, and a data architecture that bridges operational reality and strategy. From a management perspective, not as an IT guide.

Decidability

Structures that improve the speed and quality of decision-making

A recurring element of my work is the establishment of governance structures: clear roles, well-defined interfaces, transparent documentation, and a solid basis for decision-making by governing bodies.

01

Consistent KPI Logic

Key metrics that speak the same language—across departments and locations, from the operational level all the way up to the board of directors.

02

Management Perspectives

Transparent dashboards that show decision-makers where they really stand, what the risks are, and what the path forward is.

03

Data Governance as a Management Responsibility

Responsibilities, processes, and quality controls—without excessive bureaucracy.

04

Decide Instead of Discussing

Structures that improve the speed and quality of management decisions, rather than postponing them to meetings.

05

Eligibility to Serve on a Committee

Reliable decision-making foundations for the Executive Board, Advisory Board, and Supervisory Board—transparent and verifiable.

06

The Wingman

I serve as a trusted advisor to the executive board, CEO, advisory board, or supervisory board—with a focus on governance, resilience, and impact.

Procedure

From Gut Feeling to a Data-Driven Decision

Phase 1

Determining the Location

  • Review the KPI landscape and data sources
  • Analyzing Decision-Making Processes
  • Identify Governance Gaps
  • Align priorities with leadership

Phase 2

Building Structures

  • Establish a Consistent KPI Framework
  • Building Management Dashboards
  • Clarify Roles and Responsibilities
  • Ensuring Data Quality

Phase 3 · ongoing

Control

  • Reporting Suitable for Board Review
  • Track and Document Decisions
  • Continuous Improvement
  • Knowledge Transfer to Internal Managers

Documents

Leadership on a Solid Foundation

Clarity

Committees & Boards of Directors

Reliable decision-making criteria rather than mere opinion-forming, with transparency extending all the way down to the operational level.

2+3

Formula 1 · World Championship Title

Data-driven decision-making processes that contributed to two drivers’ and three teams’ world championship titles.

15 years

Longest Term in Office

A consulting engagement for the Board of Directors and Executive Management, ongoing since 2011.