Does This Finance Problem Require AI?
Ten evaluation questions that help determine whether a finance problem genuinely requires AI, or whether simpler interventions would produce better outcomes with lower risk.
This tool is directional. It does not replace accounting judgment, control assessment, architecture review, model validation, security review, or business approval.
Does the problem involve significant uncertainty that cannot be resolved through fixed rules?
Does it require recognition of patterns across large volumes of information?
Does it require interpretation of unstructured language or documents?
Does it involve prediction rather than fixed calculation?
Are deterministic business rules insufficient to address the problem?
Is there sufficient representative, high-quality data available?
Can the outcome be measured reliably after implementation?
Can errors be detected and corrected within an acceptable timeframe?
Can decisions remain explainable and auditable to finance and compliance stakeholders?
Is human accountability clearly retained for all outcomes?
Important: This assessment is directional. It does not replace accounting judgment, control assessment, architecture review, model validation, security review, or business approval. All AI implementation decisions require appropriate professional evaluation.