Finance operations library

Guides to finance leakage, recovery, and control.

Nine reference guides for the questions behind leakage, recovery, invoice exceptions, deductions, fraud controls, and agentic AI in finance.

Browse the library

Start broad, then follow the process.

Begin with cash leakage for the benchmark view, or go directly to the finance process you are investigating.

Start here

Where finance processes lose money, the benchmark range by process, and how to size the exposure in your own transaction history.

Recovery audits

How the traditional contingency model works, what sampling misses, and what changes when agents review the full scoped population.

Accounts payable

Why exact-match checks miss real duplicates and how fuzzy, cross-entity, document-level review finds more of them.

Deductions

Why valid disputes expire, what the evidence workup involves, and how to reach more claims before their windows close.

Fraud controls

Why a fabricated document can create a clean ledger entry and which surrounding evidence exposes the contradiction.

Accounts payable

The 2026 quartile benchmarks, how manual queues turn into leakage, and how to lower exceptions without loosening control.

Benchmarks

Spend-loss rates across manufacturing, healthcare, pharmaceuticals, retail, and energy, based on 481 million invoices.

Supplier statements

Why supplier credits never reach the ledger, which industries lose the most, and how to find credits that remain claimable.

Finance AI

What agents change in finance operations, what adoption surveys really measure, and where human accountability must remain.