~/panel

Building Data-Driven Startups with User-Centric Design

Panelat PyData Seattle 2025 · 2025-11-07..11-09· [design-collaboration]
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Practical startups and concrete outcomes dominate: a platform that abstracts AWS to help nontechnical users launch AI products, an AI-driven social marketing agency that reaches positive cash flow, and a niche “GitHub for hardware” built on 3D models and schematics. Users turn small data signals into decisions—one client’s campaign cost drops from $98 to $21—and a pricing tweak to $49.99 wins early buyers. Expect tactics, exact numbers, and what actually shipped and scaled.

AI-written summary · about

  1. 0:00Welcome and panel
  2. 2:28User and buyer roles in B2B
  3. 9:51Useful user feedback insights
  4. 13:20Worst user experiences
  5. 16:55Founder tips and mental health
  6. 22:13How many user interviews
  7. 26:47Q&A on founder skills
  8. 34:17Biggest founder challenges
  9. 39:40Closing remarks
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