Finance Transformation Intelligence › Research Themes › AI Strategy in Finance
AI Strategy in Finance
Where does AI genuinely belong in our finance function — and where is it theatre?
Overview
The decision of where artificial intelligence creates real value in the finance function, which processes are genuinely suited to it, and which claimed applications do not survive scrutiny.
Themes cut across the nine finance domains. An article lives in one domain, but may speak to this theme from several — which is why this page is an index, not a home.
Research on this theme
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…
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…
Which ERP Should an SMB Choose in 2026 — and What Does "AI-Ready" Actually Mean at This Scale?
An SMB replacing its ERP today is not just buying an accounting system — it is choosing how much of its future finance function a machine will be allowed to run. We researched ten candidate platforms and select…
Where this question lands
All domains →The finance domains where this theme does most of its work.
Related software
Software Intelligence →If — and only if — technology is part of the answer here, this is the independently assessed market.
Close ManagementReconciliationAP AutomationExpense ManagementProcurement & Spend ManagementFP&ATreasuryClose Management Buyer's GuideReconciliation Software Buyer's GuideAP Automation Buyer's GuideExpense Management Software Buyer's GuideProcurement Software Buyer's GuideFP&A Software Buyer's GuideTreasury Software Buyer's GuideBest Close Management Software 2026Best Reconciliation Software 2026Best AP Automation Software 2026Best Expense Management Software 2026Best Procurement Software 2026Best FP&A Software 2026Best Treasury Software 2026
Related benchmarks
Benchmark Intelligence →How performance in this area is measured, and what comparable finance organisations achieve.
Close & ReportingAutomation & AI AdoptionCost of FinanceCapability Maturity
Related implementation
Transformation Marketplace →Where the answer is a partner rather than a product — the specialisms that deliver work in this area.
Finance AutomationAI Strategy for FinanceFinance Operating ModelERP Transformation
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 Strategy in Finance are expressed in one vocabulary, not two.
Related themes
All themes →Others in AI in the Office of the CFO. The whole cluster — every question and every publication that answers it — is gathered on the AI in the Office of the CFO topic hub.
AI Adoption & ReadinessAI Governance, Risk & ControlAI Value & ROIAgentic Finance
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 →What does ai strategy in finance mean for your organisation?
Research frames the question in general. The Executive Finance Assessment answers it for your finance function specifically — with your position, your highest-impact move and the evidence behind it.
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.