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.
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.