The Lab

    Insights from the frontier.

    Research, writing, and speaking on the future of digital product development.

    We share what we learn from the front lines of AI accelerated product development.

    Team collaborating in modern office

    Insights

    Read our latest thinking on product development, building great software and AI.

    Free Download

    AI Product Development Playbook

    A practical guide to shipping production software with AI acceleration. From validating opportunities to deploying reliable systems, covering the methodology, architecture decisions, and execution patterns that compress 12-month builds into 90 days.

    Strategic validation before investing capital
    From AI prototype to production-ready platform
    Engineering practices that prevent technical debt
    AI Product Development Playbook Cover
    Free Resources

    7 Mistakes That Triple Software Timelines

    Most timeline disasters are predictable. Unidentified risks, misaligned teams, wrong architectural choices, and scope creep don't surprise companies — they just fail to address them early enough.

    This guide breaks down the seven interconnected mistakes that turn focused projects into expensive delays, and shows what the fastest-shipping companies do differently.

    What's inside:

    Why unidentified risks cost 10x more at month 4 than week 2
    How misalignment causes teams to throw out 6-8 weeks of completed work
    The architectural decisions that look harmless now but force expensive rebuilds later
    Why 90% of features get ignored and how to avoid building them
    A self-assessment that shows if your timeline is already at risk

    Based on working with dozens of growth-stage companies building production software in 90-180 days.

    7 Mistakes That Triple Software Timelines guide cover
    Free Assessment

    Product Execution Audit

    Take our 3-minute assessment to understand where your product execution stands—and where the biggest opportunities for improvement lie.

    12 diagnostic questions across 4 pillars
    Personalized results with actionable insights
    Benchmark against high-performing teams
    🎯
    Clarity
    Problem focus
    💡
    Insight
    Customer connection
    Execution
    Speed to value
    🤝
    Alignment
    Decision flow