Procurement Guide
Enterprise AI Cost Planning Guide
Enterprise AI spend needs forecasting, negotiation leverage, and commitment tracking. This guide covers procurement best practices for 2026.
Implementation Steps
- Forecast 12-month token demand across all use cases.
- Negotiate volume discounts with 2-3 providers for redundancy.
- Track commitment utilization monthly and renegotiate before expiry.
- Implement spend governance with monthly ceilings and escalation triggers.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion