Frontier models made vibe-coding fast, but production is a different job. When DIY stops and an AI software development company should own security, evaluation, observability and cost control.

Most AI agent pilots stall after the demo. Run a 5-minute AI readiness assessment across data, infrastructure, integration, governance and ownership, then get a free audit from senior engineers.

AI agents replacing SaaS is real, but the bigger shift is how cheap software has become to build. A grounded build-versus-buy guide: what is at risk, how pricing is changing, and the one audit to run before you cancel anything.