"Its incredible what we have managed to achieve."

Chief Technology Officer, battery OEM

The mission:

Establish better change control during development of a battery cell, and radically accelerate the then four-week lag between cell performance data being gathered and presented.

PDM in action: Data visualization and cell performance analysis

QR_ in-house software development team:

  1. Validation of data fidelity.
  2. Understanding of calculations and requirements.
  3. Update of metrics.
  4. Training to help users find their way when first logging-in.
  5. Data visualization.

Product owner SME input:

  1. Priotitized standards visualization.
  2. Effective stakeholder management.
  3. Visibility of other challenges.

Total unique assets defined

Data analysis and visualization wait

visualizations created within 6 months

End goal

Engagement cost

Quality read

A data-driven path to better NPD

Drawing on two decades in automotive, but equally applicable to any complex engineering program, this primer lays out how data-driven organizations can enjoy substantial engineering efficiency gains to mitigate current skill shortages and accelerate complex program delivery.

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