Show me it will not go wrong
Catch the mistake first
26.1%need confidence that AI mistakes would be caught before they reach a report.
CFO Paradox
The AI trust paradox
Four in five finance leaders are being pushed towards AI faster than they want to go. Not because they distrust the numbers or the technology, but because they want to work out how best to use it.
The pressure
Four in five feel rushed.
82%
of finance leaders feel pressure to adopt AI faster than they are comfortable with. The obvious explanations do not hold.
The confidence
It is not the numbers.
96%
trust the accuracy of their financial data.
91%
forecast on current, governed data.
85%
trust finance to support the business.
The paradox
And it is not the technology.
81%
trust AI-driven outputs, fully or mostly.
0.9%
have no trust at all in AI.
92%
could explain how an AI-generated output was calculated.
The uncertainty
What is missing is clarity on how and when to implement AI.
Finance leaders trust their data and they trust the technology. The hesitation is about the moment it starts making the decisions that used to be theirs.
76%
worry about becoming too reliant on AI for decisions that used to be theirs.
18.6%
say it simply has not been used enough yet to trust fully.
27.0%
of UK finance teams have no AI features at all.
The conditions
The six AI must-haves for finance teams
We asked what would make finance leaders more comfortable implementing AI. None of it asks for less AI. All of it asks to see the workings.
Respondents could select more than one answer, so the figures do not total 100%.
Show me it will not go wrong
Tell me the error rate
23.9%want to be told how often AI gets things wrong.
Show me it will not go wrong
Explain each decision
22.9%say AI should explain why it made each decision.
Let me act when it does
A person approves
24.7%say a person should approve entries before they are posted.
Let me act when it does
Label what AI touched
24.6%want clear rules for labelling AI-assisted numbers.
Let me act when it does
Back to source
22.1%need an audit trail from any number back to its source.
In conclusion
What finance leaders need to do next
The report points to four places where finance can take the lead.
Own the pace
Set your own AI timetable. 82% feel rushed into AI.
Focus on the how
Not the why. 81% already trust what AI produces.
Prioritise clarity
Make the numbers usable, not just accurate. 68% still decide without enough information.
Build verification in
Put the six must-haves in place first: error checks, error rates, explanations, human approval, labelling and audit trails.
CFO Paradox
Finance is not waiting to trust AI. It is waiting to see how it works.
See how AI in AccountsIQ prepares the work, shows its reasoning and waits for a person to approve it.
1,036senior finance decision-makers surveyed
836 / 200finance leaders in the UK and Ireland
20 to 500employees at each company
8sectors, from not-for-profit to private equity
CFO Paradox. Spreckley and AccountsIQ, fieldwork by Censuswide, July to August 2026.accountsiq.com/ai · expensein.com/ai