CFO AI LedgerAn independent finance-leadership publication that examines where AI changes planning, close, cash, control, disclosure, and capital decisions—and what evidence a CFO must require before relying on it.
Each record defines the accountable decision, evidence need, human control, material risks, and questions to resolve before choosing a tool or scaling a workflow.
AI can help finance teams interrogate governed planning data, draft scenario narratives, and expose assumption changes. The CFO still owns the scenario design, baseline, probability treatment, and decision made from it.
Open decision record →AI can organize exceptions, explain candidate variances, and help a controller navigate supporting records. It should not post, certify, or clear an exception without the existing accounting policy, evidence, and approval chain.
Open decision record →AI can summarize bank, receivables, payables, and forecast signals when those feeds are timely and reconciled. Treasury decisions still require authorized positions, counterparty limits, and named human approval.
Open decision record →AI can prioritize collection, payment, inventory, and dispute exceptions for review. A defensible workflow preserves customer and supplier context, contractual terms, cash policy, and the difference between predicted behavior and an approved action.
Open decision record →AI can normalize spend descriptions, surface anomalies, and prepare questions for procurement. The CFO should require category definitions, coverage, confidence, contract context, and a realization method before treating an opportunity estimate as savings.
Open decision record →AI can draft variance commentary and retrieve approved evidence, but it does not determine materiality or make a disclosure complete. Finance and legal reviewers need a traceable source package and a clear record of every human change.
Open decision record →AI can index control narratives, map evidence requests, and flag missing documentation. It cannot by itself establish control design, operating effectiveness, audit sufficiency, or management's conclusion.
Open decision record →A finance assistant can answer routine policy questions and route requests when it is grounded in approved, effective-dated material. High-consequence questions—tax treatment, accounting policy, payment authority, and employee exceptions—need explicit escalation.
Open decision record →