Insights
Perspectives on where enterprise software is headed — and what it takes to get there.
AI Without Governance Is Just Faster Risk
57% of companies run AI agents in production. Only 21% have a mature governance model for them. You can't lint your way to data governance — the controls have to live in the architecture.
Code Review Doesn't Scale with AI
Teams with high AI adoption merge 98% more pull requests — and spend 91% longer reviewing them. The review queue is the new constraint, and better linters won't fix it.
What an AI-Native Application Architecture Actually Looks Like
AI coding tools generate code. Low-code platforms avoid it. Both leave behind a standalone artifact with its own dependencies and its own governance gaps. Here's an architecture that does neither.
Chat Won't Kill SaaS. Here's What Will.
Chat-only AI reverses decades of interface progress. The real SaaS replacement isn't a chat window — it's agent-native decision surfaces with governance built in.
Code Is the Wrong Abstraction for AI
66% of developers spend more time fixing AI-generated code than writing it themselves. The problem isn't model quality — it's that code is the wrong format for AI output.