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How to Track AI Spend for Agents in Production

Tracking spend on a simple AI feature is easy: one request, one call, one cost. Agents break that cleanly. A

AI spend that no one can account for is more than a budget problem; it is a governance and audit

Finance teams did not choose to own AI spend; it landed on them. It arrived as a fast-growing, unpredictable

AI spend per employee is one of the most useful numbers a finance leader can track, because it normalizes for

When AI spend grows large enough to allocate, organizations reach for one of two models. Chargeback, where teams are billed

Setting an AI budget is easy. Knowing where you stand against it before the month closes is the hard part,

The most dangerous line on your AI budget is the one that does not appear on it. Shadow AI, the

The single highest-leverage move in AI spend tracking takes about an hour and requires no application code: structuring your

Most AI bills mix several models into one total. That total hides the single largest optimization most teams have never

Product teams ship AI features faster than anyone tracks what they cost. Six months in, you have a dozen AI-

If your product has AI features, your cost to serve is no longer uniform. One customer runs a handful of

Most organizations that track AI spend stop at the team level. That is a good start, and it is not