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Insights on AI systems, automation, and building intelligent products for non-tech industries.

Why Non-Tech Industries Need AI-First Systems (Not Just AI Tools)

There is a difference between adding an AI tool to your workflow and building an AI-first system. Most industries are doing the former. Here is why the latter is what actually changes the business.

Tulsi Prasad

February 20, 2026 · 6 min read

AI DevelopmentDomain Expertise

The Real Cost of Building AI Without Understanding the Domain

Most AI projects fail not because of the technology — but because the engineers building them do not understand the business deeply enough. Here is how we approach it differently.

Tulsi Prasad

February 10, 2026 · 5 min read