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McKinsey: AI agent operating costs vary wildly; enterprises must benchmark deployment economics

McKinsey analysis shows AI agent deployment costs diverge significantly across industries and architectures. Some agents cost $10–50 per transaction; others exceed $500. BFSI firms must rigorously benchmark total-cost-of-ownership (compute, training, monitoring, guardrails) before committing to scale.

WHY IT MATTERS

CFOs and risk officers now have quantified cost-per-use benchmarks. Agencies claiming 'cost-neutral' AI automation will face pushback; procurement teams will demand granular cost disclosure and live ROI tracking to justify agentic AI budgets.

Source: McKinsey (via Business Insider) · 2026-09-22

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