Insights
Our thinking.
Practical guidance for leadership teams on where AI pays back, and how to prove it before you commit.
Article · Finance operations
Back-office AI ROI: which finance processes pay back first
Which back-office processes give AI a measurable return within months, how to size it from volume, cost and exceptions, and which to leave alone.
Research · CollectionsDoes automated follow-up get overdue invoices paid? The evidence
What independent data shows about late payment in the UK and US, what automated invoice follow-up changes, what it does not, and how to measure it.
Guide · ApproachHow to run a risk-free AI pilot that proves ROI before you commit
Most AI pilots never show a return. A six-stage method to de-risk one: a money metric, a backtest, pre-agreed thresholds, a control group and stop rules.
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