The Private AI Playbook

Most AI infrastructure decisions get made with one side of the spreadsheet. Vendors quote monthly fees. They don't model three years of token costs at your actual query volume, the compliance exposure of your documents leaving the premises, or the compounding cost of tools that don't learn anything about your business over time.

This category builds the other side of that spreadsheet. Total cost of ownership comparisons, buy-versus-subscribe frameworks, and the evaluation criteria that belong to the buyer — not the vendor. The goal is a decision made with complete information, not one made before the full picture arrives.

The articles here are written for the person who approves the budget. If you are reviewing an AI infrastructure proposal — or building one — start here.