Owned AI
The State Between the Files
Every document can survive an AI migration while the decisions that governed the work disappear.
Enterprise AI
Owned AI
The Vendor Is Gone Friday. What Survives Monday?
Open weights can move the model. The harder question is whether the organization's corrections, authority, and working memory move with it.
Shape of the Next Decade
The Broken Rope
When generated work outruns validated work, productivity turns into backlog.
AI Agents
The AI Automation Problem Is Mostly Not AI
Most companies do not need AI agents first. They need clean intake, permissions, handoffs, receipts, escalation, and workflow ownership.