Finance Transformation Intelligence › AI in Finance
AI in the Office of the CFO
What AI actually does in the finance function today, what it does not, and what a finance function should never delegate. The evidence, not the noise.
Start here
Most finance-AI commentary is a mood rather than a claim. Everything below is specific to a finance process, a decision or a control — and states plainly where the evidence runs out. We publish what the evidence supports, including where that is less than vendors claim.
The research
All research →Standardize Before You Automate — and How to Tell If You Have
Almost every finance leader agrees that a process should be standardized before it is automated. Almost every finance function automates first anyway. The reason is not ignorance — it is that "standardized" is …
Build, Buy, Extend or Wait — The Decision Underneath Every Finance Technology Choice
Most finance technology decisions are framed as a choice between products. That framing has already skipped the actual decision, which is whether to buy a product at all. Four options are always available — bui…
The Finance AI Readiness Framework
"Are we ready for AI?" is being asked of finance leaders by boards, and answered badly in both directions — with enthusiasm that has no basis, or caution that has no argument. Readiness is not one thing. It is …
Your Data Is Not Ready for AI — A Diagnostic
Finance AI programmes fail on data far more often than on models, and they fail late, after a successful pilot has created momentum and a budget. The reason the failure arrives late is that finance teams have b…
Agentic Finance — What Changes When Software Acts
The distinction that matters in finance AI is not how capable a model is. It is whether its output is a suggestion a human accepts or an action the system takes. Crossing that line changes the control model com…
What AI Actually Does in the Office of the CFO
We analysed the AI positioning of 71 finance software vendors, 50 of which carry curated AI capability analysis in our research base. Three findings stand out. AI claims cluster heavily in two domains rather th…
Should CFOs Modernise Their Finance Technology Landscape Now — Or Wait for AI-Native ERP?
Finance teams are drafting commentary and analysing variances with AI while the systems underneath still route the work through people. That gap is widely read as a reason to wait for AI-native ERP. We graded s…
By question
The AI conversation breaks into five distinct executive questions. They fail independently, so it is worth knowing which one you are actually asking.
Related software
Software Intelligence →If — and only if — technology is part of the answer here, this is the independently assessed market.
Close ManagementAP AutomationReconciliationClose Management Buyer's GuideAP Automation Buyer's GuideReconciliation Software Buyer's GuideBest Close Management Software 2026Best AP Automation Software 2026Best Reconciliation Software 2026
Related benchmarks
Benchmark Intelligence →How performance in this area is measured, and what comparable finance organisations achieve.
Related implementation
Transformation Marketplace →Where the answer is a partner rather than a product — the specialisms that deliver work in this area.
Related assessment
How it works →The Executive Finance Assessment reads your organisation against the same maturity spine, decision archetypes and benchmark models used across this pillar — so what you read here and what it tells you about AI in Finance are expressed in one vocabulary, not two.
One connected journey — Understand, Assess, Implement
Three questions, in the order finance leaders actually ask them — understand the change, assess your own position, then find the partner who can deliver it. Each step answers one and hands you to the next.
Finance Transformation Intelligence
What is changing in the finance function, and what the best organisations do about it.
Explore →Finance Executive Assessment
What that means for your organisation specifically — your position, your highest-impact move.
Explore →Finance Transformation Marketplace
Who helps you actually deliver it — a curated network of finance transformation partners.
Explore →Are you actually ready for AI in finance?
Reading about AI readiness is one thing. The Executive Finance Assessment scores your organisation against the same maturity spine this research uses — and tells you which dimension is your blocker.
Begins with a free Executive Brief — about five minutes, anonymous, no account. Full assessment €59, one-time. It complements the research; it does not replace it.