Biography

He Ignored Every Startup Rule and Built a $2.5B AI Company

38 snips
Mar 26, 2026
Erik Bernhardsson, founder and CEO of Modal and former Spotify recommender-builder, shares stories about building AI infrastructure and scaling engineering teams. He discusses hiring smart people, using quantitative frameworks to manage orgs, why Stable Diffusion was a turning point for Modal, fundraising advice, and how to keep an organization fast as it grows.
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ANECDOTE

Founder Random Sampling To Stay Close To Teams

  • Erik keeps a pulse on teams by random sampling: he drops into code reviews and meetings to give feedback and recognition.
  • He emphasizes true randomness to avoid biased sampling and uses it to both critique and celebrate work.
INSIGHT

Founder Content Plus Magic Onboarding Drives PLG

  • Founder-led marketing and a magical onboarding can substitute for early outbound sales.
  • Erik used blogging, tweeting, and a delightful first-run experience to drive PLG inbound adoption at Modal.
INSIGHT

Switch To Business Outcome Teams And Platform Layers

  • Fast-moving startups need team-level ownership and a split between product verticals and platform teams.
  • Erik recommends co-locating teams, aligning teams to business outcomes, and factoring out platform teams as the org grows past ~50 people.
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