CFO AI decision-record builder

How to use it

Select only the decisions that are inside the current review. The result is a preparation list—not a product recommendation, score, or proof that a particular AI use case should proceed.

Planning and scenario analysis
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.Close, reconciliation, and variance investigation
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.Cash visibility and liquidity decisions
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.Working-capital exception management
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.Spend intelligence and procurement challenge
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.Management reporting and external disclosure support
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.Internal control and audit evidence
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.Finance policy and self-service
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.

Select one or more decisions to create a role-specific review list.

What the result does not do

The utility does not rank providers, determine legal or professional requirements, establish security or performance, calculate return, or replace accountable executive judgment. It helps a team state what it is evaluating and which evidence questions belong in the next review.