AI vertical companies must own the entire customer ecosystem to justify large valuations, not merely replace incumbent SaaS point solutions.

A vibe-coded tool was built to assess the AI resiliency of public companies, and the same methodology is now applied to private companies.

“We vibe coded like something that created a great way for us to assess AI resiliency of public companies.”

To justify a $15-20B market cap, AI companies like Sierra must own the entire customer ecosystem for a business, not merely replace a service cloud product.

“The only way I can justify 15 or 20 billion in market cap for Sierra is not if I build a slightly better next generation service cloud. If I am the entire customer ecosystem for your entire business.”