A Founder's Playbook for Shipping 10x Faster with AI

Welinder says founders see the whole company as their responsibility, while product leaders often focus more narrowly on product strategy and managing PMs. She argues that product work should be cross-functional in practice: PMs should do user research, design, and as much coding as they can.

Welinder says she would rather execute on several options than spend too long debating which one is best. At Amplitude, CEO Spencer Skates banned decisions by committee to help teams take ownership and move faster. She recommends demonstrating a faster approach through real launches, so colleagues can see what works.

Welinder says a rough first release can build trust when teams respond quickly to customer feedback. She describes fixing reported issues within 15 minutes and keeping users engaged with prompt updates and follow-up releases. Teams can start with a small group, improve the product, and expand access as it becomes more polished.

Welinder iterates on prototypes between customer calls, incorporating one person's feedback before showing the next version. She also uses Sora videos in marketing and says some held viewers through to the end at rates of 50% or more. With ChatGPT Atlas, she triages email, drafts replies, and summarizes emotionally charged messages; she says AI-generated prompts and evals still need careful human review.

Welinder demos Amplitude Feedback, which brings support tickets and public reviews together with quantitative product analytics. Teams can find frequent requests, inspect what users said, create cohorts to study their behavior, and generate a draft PRD from feedback. She says accuracy remains essential for analytics, where even small data errors can undermine trust.