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This misalignment hampers their ability to drive change. The speaker urges leaders to ensure data teams are empowered, strategic, and integrated into decision-making processes. Without influence over budgets and strategic goals, data initiatives remain siloed or ineffective.
Alignment of KPIs and Business Outcomes
A recurring theme is the importance of measuring data team performance through business impact rather than just technical milestones:
Instead of rewards for building models or deploying complex algorithms, organizations should evaluate contributions based on revenue generated, cost savings, or strategic advantages.
The speaker recounts how meticulously tracking the effect of his team's work led to more aligned objectives and, ultimately, greater impact.