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Development Corporate

Musings from a former private equity operator

  • SaaS Competitive Intelligence & Battlecards Consulting
    • Stage 1: Baseline Fact Gathering — Building Your Intelligence Foundation
    • Stage 2: Forecasting the Next 12 Months — From Facts to Foresight
    • Stage 3: Win/Loss Analysis — Learning From Every Deal<
    • Stage 4: Battlecards & Enablement — Turning Intelligence Into Sales Motion
  • AI-Accelerated Win/Loss Analysis
  • AI PMF Offering
  • Strategic Acquisition Exit Advisory for Early-Stage SaaS
  • Strategic Advisory Services
  • Bio
  • Hire Me
  • Book A Call
  • SaaS Competitive Intelligence & Battlecards Consulting
    • Stage 1: Baseline Fact Gathering — Building Your Intelligence Foundation
    • Stage 2: Forecasting the Next 12 Months — From Facts to Foresight
    • Stage 3: Win/Loss Analysis — Learning From Every Deal<
    • Stage 4: Battlecards & Enablement — Turning Intelligence Into Sales Motion
  • AI-Accelerated Win/Loss Analysis
  • AI PMF Offering
  • Strategic Acquisition Exit Advisory for Early-Stage SaaS
  • Strategic Advisory Services
  • Bio
  • Hire Me
  • Book A Call
  • Four professionals collaborate with AI holographic assistants in a modern office, symbolizing the rise of “vibe working” and the tension between automation and focus.
    Product Management SaaS

    When Product Management Becomes a Vibe: The Coming Crisis of “Vibe Working” in Enterprise SaaS

    “Vibe working” is the new corporate aesthetic—AI-powered productivity that looks spontaneous but…

  • Photorealistic side-by-side image of a SaaS professional using AI tools; left side labeled “Mode Collapse” with repetitive text, right side labeled “Verbalized Sampling” showing creative, diverse AI outputs.
    Product Management SaaS

    How SaaS Product Leaders Can Unlock LLM Creativity with Verbalized Sampling: The Hidden Fix for Mode Collapse

    Most AI tools sound the same because of mode collapse. This new…

  • Product Management SaaS

    The GenAI Divide: Why 95% of Enterprises See No ROI from Generative AI in 2025

    In 2025, 95% of enterprise AI pilots fail to deliver ROI. Learn…

  • SaaS Startups

    How 95% of Generative AI Projects Are Failing — A Global Reality Check

    A new MIT study reveals that 95% of generative AI projects fail…

  • Product Management SaaS Startups

    Leveraging Generative AI for Enhanced SaaS Competitive Research Through Expert Prompt Engineering

    Effective prompt engineering is key to leveraging Generative AI for SaaS competitive…

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