Finance Teams Embrace AI but Many Still Struggle to Unlock Working Capital

AI adoption in finance is widespread but firms struggle to convert predictions into cash decisions.

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Oct 12, 2026

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Finance Teams Embrace AI but Many Still Struggle to Unlock Working Capital

AI adoption in finance is widespread but firms struggle to convert predictions into cash decisions.

In brief

AI adoption in finance is widespread but firms struggle to convert predictions into cash decisions. 97% of middle-market firms use AI in treasury but only 3% of bottom performers report predictable financing needs. Originally reported by Pymnts.

AI Adoption in Treasury

97% of lowest-performing middle-market firms use AI in treasury.

Cash Conversion Cycles

Top performers report cash conversion cycles averaging 39 days versus 63 days for bottom performers.

Predictable Financing Needs

Predictable Financing Needs

70% of strongest firms report predictable financing needs versus 3% of laggards.

AI Forecasting Capability

93% of top performers allow ai to forecast cash shortfalls versus 69% of bottom performers.

Credit Line Decisions

Nearly 60% of top performers let ai determine when to draw on credit lines versus 48% of laggards.

Transaction Execution

19% of top performers allow ai to execute transactions over $100,000 versus none of bottom performers.

Working Capital Solutions

Bottom performers use external working capital solutions more frequently than top performers.

The headline

97% of middle-market firms use AI in treasury but only 3% of bottom performers report predictable financing needs.

Read the original on Pymnts

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