Data Is the New Oil, But Only If It's Clean with Abbey Keck - The New Data Economy
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Data Is the New Oil, But Only If It's Clean with Abbey Keck - The New Data Economy

Abbey Keck has spent her career sitting at the intersection of product, data, and privacy, building foundational teams and products at companies like Walmart, Google, Facebook, and Oracle. In this episode, she joins Kate Parker to unpack what she calls the shift from collecting as much data as possible to actually knowing how to use it well. Abbey explains why the old data lake mentality is giving way to a cleanup phase, where companies are learning to prioritize clean, proprietary, well understood data over sheer volume.


The conversation covers how consent, transparency, and clear value trade offs build long term trust with customers, why AI works best when it's fed high quality data rather than treated as a shortcut to expertise, and how privacy, product, analytics, and operations teams are increasingly collaborating instead of working in silos. Abbey also shares how her love of escape rooms and scavenger hunts shaped the way she approaches problem solving in her day to day work.


Takeaways:
  • Shift your data strategy from collecting everything to use intentionally. The real value now comes from proprietary, well understood data rather than sheer volume.
  • Treat data cleanup as an ongoing parallel workstream, not a pause button. Run cleanup alongside innovation and A/B testing rather than choosing one over the other.
  • Use consent and transparency as trust building tools. Clearly communicating the value trade off of data collection makes customers more comfortable and more forgiving.
  • Let your analytics and data science teams tell the full story, including the bad news. Surfacing messy or low quality data early prevents flawed business decisions down the line.
  • Use AI to extend expertise, not replace it. AI works best when it helps existing experts test ideas and bridge gaps between disciplines rather than standing in for real knowledge.
  • Break down silos between privacy, product, analytics, and operations. Cross functional collaboration leads to faster, more informed decisions and stronger products.
  • When presenting data strategy to leadership, connect it directly to revenue and long term customer relationships, not just protection and compliance.

Quote of the Show:
  • "It's the ability to actually have a relationship with your customer and allow you to collect more, but of the right thing. That's maybe the most valuable now, because it's unique to you." - Abbey Keck

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