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CFO AI Ledger

An 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.

Authority-to-use-case crosswalk

Internal Control—Integrated Framework and finance policy and self-service

A decision-specific crosswalk between Internal Control—Integrated Framework and finance policy and self-service for AI for CFOs, with authority class, evidence requirements, human ownership, and interpretation limits kept visible.

Direct answer

Keep AI-enabled finance work inside the established internal-control system.

Start with the authority class

Entity, process, information, monitoring, and control activities

Before applying the record, determine whether it is binding law, regulator guidance, a technical or management standard, a professional code, an industry framework, or a voluntary risk resource. Preserve issuer, jurisdiction, version, status, effective date, intended audience, and the exact passage connected to the decision. Similar language does not make two authorities interchangeable.

Define the executive use case

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.

The crosswalk should name the affected population, decision or action, source data, model or product, provider and customer roles, human judgment, possible harm, and the evidence another reviewer would need. Authority language should be connected to this operating record—not attached to a generic AI inventory entry.

Map requirements to operating evidence

Review dimensionEvidence to retainExecutive question
Scope and applicabilityEntity, jurisdiction, population, system, purpose, version, and interpretation ownerWhy is this authority relevant to this exact workflow?
Data and inputSource, rights, quality, lineage, permitted use, retention, and affected groupsWhich evidence makes the output reviewable?
Human authorityReview, approval, challenge, override, escalation, and stop rightsWhich judgment remains with an accountable person?
Control operationConfigured rule, test result, exception, user action, and monitoring recordHow do we know the control works here?
Change and incidentTrigger, impact assessment, correction, notification, and reapprovalWhat reopens the decision?

Question-by-question application

1. Which documents are authoritative and effective today?

Read this question through the scope of Internal Control—Integrated Framework. Keep AI-enabled finance work inside the established internal-control system. Record the exact source passage, the interpretation owner, the affected finance policy and self-service step, and the evidence that would show the decision is operating as intended. If the authority does not answer the question directly, preserve that gap instead of filling it with a provider claim or an editorial assumption.

The COSO boundary matters here: The authority record does not certify a product, provider, program, or organization and does not determine buyer-specific applicability. For CFOs, the answer should state what changes in responsibility, information, review, approval, monitoring, or communication. It should also name what remains outside the authority's scope and which legal, risk, privacy, security, financial, employment, marketing, coaching, or technical specialist must confirm the conclusion.

2. What topics always require a person?

Read this question through the scope of Internal Control—Integrated Framework. Keep AI-enabled finance work inside the established internal-control system. Record the exact source passage, the interpretation owner, the affected finance policy and self-service step, and the evidence that would show the decision is operating as intended. If the authority does not answer the question directly, preserve that gap instead of filling it with a provider claim or an editorial assumption.

The COSO boundary matters here: The authority record does not certify a product, provider, program, or organization and does not determine buyer-specific applicability. For CFOs, the answer should state what changes in responsibility, information, review, approval, monitoring, or communication. It should also name what remains outside the authority's scope and which legal, risk, privacy, security, financial, employment, marketing, coaching, or technical specialist must confirm the conclusion.

3. How are unanswered and low-confidence questions captured?

Read this question through the scope of Internal Control—Integrated Framework. Keep AI-enabled finance work inside the established internal-control system. Record the exact source passage, the interpretation owner, the affected finance policy and self-service step, and the evidence that would show the decision is operating as intended. If the authority does not answer the question directly, preserve that gap instead of filling it with a provider claim or an editorial assumption.

The COSO boundary matters here: The authority record does not certify a product, provider, program, or organization and does not determine buyer-specific applicability. For CFOs, the answer should state what changes in responsibility, information, review, approval, monitoring, or communication. It should also name what remains outside the authority's scope and which legal, risk, privacy, security, financial, employment, marketing, coaching, or technical specialist must confirm the conclusion.

Use-case questions

  1. Which documents are authoritative and effective today?
  2. What topics always require a person?
  3. How are unanswered and low-confidence questions captured?

Evidence needs

  • current official authority source
  • configured workflow evidence
  • representative normal and exception results
  • named interpretation and decision owners

Risks of a superficial mapping

  • outdated policy answers
  • confidential-data exposure
  • users acting on non-authoritative guidance
  • a framework name used as a substitute for scoped applicability
  • provider documentation treated as proof of organizational conformity
  • a control described in design but not tested in operation
  • a source revision that does not trigger reassessment

A useful mapping is deliberately modest. It identifies the decision, operating obligation, responsible person, evidence, unresolved question, and next review trigger. It does not turn a publication summary into legal advice or a product feature into an assurance conclusion.

Review record to retain

  1. Capture the current official source and exact relevant passage.
  2. Record who interpreted it and which professional owner must confirm applicability.
  3. Map the interpretation to the actual finance policy and self-service workflow and affected population.
  4. Identify preventive, detective, corrective, and governance controls.
  5. Test at least one normal case, difficult exception, override, and source change.
  6. Preserve the conclusion, dissent, residual risk, evidence, and date for re-review.

Framework-application lens

For finance policy and self-service, map the authority's concepts to named owners, decisions, evidence, normal operations, exceptions, monitoring, incidents, and review triggers. Preserve which parts are adopted, adapted, deferred, or out of scope; citing a framework name does not show that its practices operate.

Use the source as a common risk language, then test the actual workflow. The record should distinguish voluntary guidance, internal policy, contractual duties, professional judgment, and binding law so that one source is not asked to answer a question outside its authority class.

Interpretation boundary

The authority record does not certify a product, provider, program, or organization and does not determine buyer-specific applicability.

The publication supports research and executive decision preparation. It does not provide legal, financial, accounting, employment, clinical, cybersecurity, investment, procurement, or implementation advice.

Official authority source: COSO