Research

Enterprise Vibe Coding Market Outlook

I led a comprehensive competitive intelligence study covering 17 AI-powered coding platforms across three core questions: Are any truly enterprise-ready? Can they support real teams? And can they actually ship apps to the App Store? The research included building a master competitive matrix across 21 dimensions, conducting hands-on build walkthroughs, and classifying every vendor into enterprise readiness tiers. The big finding: only 6 out of 17 platforms pass a rigorous enterprise governance test, and just 7 can publish native mobile apps.

Source Documents

Key Findings