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2023Automotive OEM

Organisation for vehicle data analysis.

Decentralised analytics initiatives produced contradictory insights. A unified, agile analytics organisation creates a reliable basis for decisions and measurable financial value.

The question

How do fragmented analytics initiatives become one powerful organisation that responds quickly and reliably when acute field issues arise?

Our answer

We consolidated the distributed analytics initiatives into one integrated, agile organisation. Through a comprehensive data-flow analysis, we captured the existing use cases, harmonised objectives across all teams and set up cross-functional AI, analytics and data teams. Scalable prioritisation processes and a sustainable funding structure ensure that data is firmly anchored in the decision-making structures.

What we delivered

01 — DATA-FLOW ANALYSIS

Inventory captured, objectives harmonised.

Existing analyses, dashboards and use cases recorded and the core questions unified across every team.

02 — ANALYTICS ORGANISATION

Cross-functional, agile, fully funded.

Teams from engineering, production and after-sales defined, key roles staffed, funding secured.

03 — EMBEDDING

Insights firmly embedded in decision-making structures.

Scalable prioritisation processes that feed analytics results into decision-making for the long term.

What it achieved

  1. A high-performing, fully funded organisation for vehicle data analysis built on all relevant data sources.
  2. Cross-functional structure with experts from engineering, production and after-sales.
  3. Significant financial value from data-based product decisions and series production support.
  4. Faster, reliable answers to acute field issues instead of contradictory insights.
Personal conversation

Let us talk about your objectives.

In 25 minutes you will understand whether we can help. No slides. No demo.

Portrait of Lukas Klein
Portrait of Lina Broska