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Overcoming PoC Level: Defining an AI strategy and actionable roadmap to realize AI value creation in automotive operations

Automotive
AI Strategy & Roadmap
AI Strategy & Roadmap
Client Context And Challenges

  • Supplier within the automotive industry

  • The client has invested significantly in the application of AI in its organization over the last years, however struggled with the operationalization and value generation

  • Most use cases are stuck at PoC level - some several years - and do not generate any return on investment (yet)

  • Jointly defined priorities:

    • Identify decelerators and blockers of AI initiatives and adoption

    • Prioritize strategic AI focus areas

    • Define an actionable roadmap to overcome PoC plateau

Our Approach

  • Analyzed industry AI applications (market analysis) and internal perspective (internal stakeholder interviews)

  • Derived AI focus fields, to allocate resources on most relevant initiatives

  • Showcased AI relevancy and potential to secure C-level visibility and buy-in

  • Internal status quo analysis to identify pain points and blockers across organizational and technical dimensions

  • Developed actionable roadmap over upcoming 12 months “path to AI value creation” on organisational and technical dimensions

  • Deep dive in AI operating model, use case portfolio and tech enablers (infrastructure & data)

Impact We Achieved

  • Formulated AI vision and focus fields

  • 12 months actionable roadmap, outlining required measures and responsibilities to get operationalize AI in production

  • Secured C-level visibility and SteerCo signoff

  • Kicked off implementation of defined measures

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