How to Negotiate an Enterprise AI Contract

List price is the opening bid, not the price. At enterprise scale you have leverage that most buyers leave on the table.

Bring data, not vibes

Benchmark what a unit of intelligence should cost you, using intelligence per dollar across vendors, and negotiate against that number rather than against the vendor's rate card. Ask for committed-spend discounts, rate locks, and volume tiers.

Protect your optionality

The single most valuable clause is the freedom to route. Models and prices change almost weekly right now. Do not sign anything that locks you to one provider's roadmap. Insist on the ability to move workloads as the market moves, and keep a credible second vendor warm so the threat to leave is real.