I’d say the moat is less about the model itself and more about the technical depth behind it AI apps are heavily dependent on APIs, automation workflows, backend infra security and scaling, VC can get you a working demo, but making those systems reliable in production requires real engineering depth

Cool lore. Let’s see how the War Rig handles production traffic. 😂

Security + scalability. A vibe-coded app can look insane in a demo, but real traffic, real users, and real security requirements will expose the cracks pretty fast.

This enables companies to identify talent, close skill gaps, improve workforce allocation, and make better hiring & performance decisions.

If you’re interested in AI, HR Tech, B2B SaaS, or Future of Work, I’d love to connect.

Looking for: Angel Investors / Pre-Seed Funds / Strategic Investors.