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THE INDEPENDENT METER - haijian xing.pdf

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Description & Overview

AI spending is creating a new control problem inside the enterprise.

For decades, software costs were mostly predictable: seats, licenses, storage tiers, and annual contracts. But AI changes the timing and structure of spend. A single user action can trigger cascades of model calls, tools, retrieval, retries, and downstream services. The result is a new financial reality: the vendor often provides the service, measures the usage, and issues the invoice.

That is not enough.

The Independent Meter argues that enterprises need a second ledger for AI spending — an independent record of what actually happened, what it should have cost, and whether it should have been allowed in the first place. Starting from a simple principle — the vendor cannot be the only meter of its own invoice — this book develops a full framework for AI spend governance: independent metering, reconciliation, expected-bill reconstruction, budget reservation, runtime economic authorization, economic routing, and settlement.

Written for CFOs, procurement leaders, FinOps teams, enterprise architects, and AI infrastructure decision-makers, this book defines the emerging Spend Control Plane of the machine economy.
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