Your Moat Can’t Be a Prompt: Lessons From Recent Startup Shutdowns
What Changed and Why It Matters A pattern is emerging across 2024–2025: AI startups with slick demos are shutting down, and the post-mortems point to the same root cause —…
Vertical SaaS Moats Under Fire as AI Selloff Hits Software
What Changed and Why It Matters Software stocks just took another hit. The trigger: Microsoft’s results showed Azure growth slowing. That spooked the market. Investors fear AI spend is consolidating…
Where AI Moats Begin: Own the Labeling Assembly Line to Win
What Changed and Why It Matters Manufacturing tells the story first. Assembly lines went from linear to learning. Cameras, sensors, and AI now monitor, label, and correct in real time.…