Why it matters: Cut surprise AI bills: FinOps for agentic AI covers token budgets, cost per resolved task, attribution, showback, and guardrails for autonomous agents.
Why it matters: Token prices fell 90%+ since 2023, but AI bills keep rising. See 2026 pricing data, budgeting frameworks, and the fixes that cut spend 30-70%.
Why it matters: Cut enterprise AI spend 40 to 70 percent in 2026 using proven routing, caching, batching, and FinOps cost optimization strategies that protect quality.
Why it matters: Cut your LLM bill without gutting quality: quantization, batching, routing and distillation that slash inference costs by 50 to 90 percent.
Why it matters: Opus 4.7 wins coding, GPT-5.5 wins agents and math. See the benchmark splits, hidden token costs, and the routing strategy smart teams use in 2026.