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Pathway Into Data Culture
- John Cutler entered data culture from a product and UX research background, not academia or data engineering.
- His focus is on impact and learning, not controlling teams with data.
Increased Proximity to Customers
- Teams now operate closer to customers and ship faster than they learn, creating urgency to improve learning velocity.
- The varying maturity of companies causes huge differences in how quickly data-driven decisions happen.
Three Company Types in Data Culture
- Companies fall in three categories: rapid scale-ups with chaos, mature tech companies resistant to change, and large digital transformers battling political inertia.
- Each category demands different data culture strategies reflecting their unique challenges.