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The only three business metrics that matter for measuring an AI agent

By Greg Isenberg

When you deploy an agent in production, there are only three buckets of measurement that matter for a business: revenue uplift, risk mitigation, and cost savings. Every evaluation question — how much time am I saving, how much risk am I reducing, how much revenue am I generating — maps back to one of those three. You need to measure your agent across all three buckets to know whether it's actually moving the needle.

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