From Written-Off Debt to pinqDR Award

Most businesses carry balances they have stopped expecting to recover: invoices long overdue, a supplier that never delivered in full, or a customer that disputed the bill and then went quiet. Often, the decision to write them off is taken not because the claim was weak, but because nobody had the time to find out whether it was. pinqDR considers how AI evaluation and fast arbitration can change that decision.

The scale of the problem

Late payment is not a marginal issue. Research commissioned by the Department for Business and Trade and the Office of the Small Business Commissioner estimates that late payments cost the UK economy almost £11 billion a year, and that businesses are owed around £26 billion in late payments at any given time, an average of about £17,000 for each business affected. Businesses affected by late payment spend an average of 86 hours a year chasing it (Late Payments Research, July 2025).

Those figures describe late payment rather than bad debt, but they show where the pressure sits: in finance teams spending time on sums that are individually modest and collectively significant.

Why good claims are written off

The economics of pursuing a mid-sized commercial debt are difficult. A disputed invoice for £40,000 may be entirely recoverable on its merits, yet the route through the courts is slow. For fast, intermediate and multi-track claims that went to trial between April and June 2026, the median time from issue to trial was 55.9 weeks (Ministry of Justice, Civil Justice Statistics Quarterly). Add legal costs, which, if the claim is allocated to the intermediate track, are subject to the fixed recoverable costs regime, and the management time that a contested claim absorbs, and writing the sum off can look like the rational choice.

What stops good claims being pursued? Often it is the first step: working out whether the claim is any good. The contract sits in one system, the correspondence in another and the delivery records in a third, and assessing the merits means a lawyer reading all of it. For a balance of a few tens of thousands, that assessment alone can feel disproportionate, so the claim is never assessed at all and the write-off becomes a default rather than a decision.

Where AI changes the arithmetic

This is the step that AI can transform, by answering the question that sits behind every write-off: is this claim worth pursuing?

The process can be straightforward. The finance team shortlists the unpaid balances that matter, particularly those where the counterparty has disputed liability or stopped engaging, and gathers the relevant documents for each: the contract or terms, the invoice, the correspondence and proof of delivery or performance. pinqPredict then reviews that bundle and produces a reasoned early neutral evaluation of each claim within minutes.

The result is not a determination. It is a triage decision made on evidence rather than instinct, showing which claims have real merit, which do not and which deserve a closer look by a lawyer.

From evaluation to award

A strong claim still needs a route to a binding result, and for B2B claims between £5,000 and £2m, pinqDR provides one. pinqDR is online arbitration, and both parties must agree to use it, either through an arbitration clause in their contract or by entering into a submission agreement once the dispute has arisen. The claimant pays a single upfront fee, set by the value of the claim, which covers the platform and the arbitrator's fees. An experienced arbitrator decides the case, usually on the documents alone, and the process concludes with a final and binding award in 6 to 8 weeks. Under section 66 of the Arbitration Act 1996, the award may, with the leave of the court, be enforced in the same manner as a judgment.

For a finance director, that changes the calculation. The process fee is known at the outset, the timescale is measured in weeks rather than years, and the question of merit has been answered before any significant sum is spent on pursuing the claim.

A working-capital decision

Write-offs have long been treated as a cost of doing business, but they need not be. Combining fast AI evaluation with fast, single-fee resolution turns a legal problem into a working-capital decision about which balances to recover, at what cost and how quickly. At pinqDR, we think that is a decision a finance team should be able to make on its own terms.

In short, the claims in your ledger have not necessarily gone away. For most contract claims, the limitation period under section 5 of the Limitation Act 1980 is six years from the date on which the cause of action accrued, which for an unpaid invoice is usually the date payment fell due. Time can start afresh if, before the period expires, the debtor acknowledges the debt in signed writing or makes a payment towards it. Within those limits, the claims are waiting to be assessed.

To find out how pinqPredict and pinqDR could work for your finance team, get in touch at hello@pinqDR.com.

Useful links

Department for Business and Trade and Office of the Small Business Commissioner, Late Payments Research (London Economics, July 2025)

https://www.smallbusinesscommissioner.gov.uk/late-payments-research-2/

Ministry of Justice, Civil Justice Statistics Quarterly: April to June 2026

https://www.gov.uk/government/statistics/civil-justice-statistics-quarterly-april-to-june-2026/civil-justice-statistics-quarterly-april-to-june-2026

Limitation Act 1980, section 5

https://www.legislation.gov.uk/ukpga/1980/58/section/5

Arbitration Act 1996, section 66

https://www.legislation.gov.uk/ukpga/1996/23/section/66

pinqDR, Pricing

https://pinqdr.com/pricing

pinqDR, Contract Clauses

https://pinqdr.com/resources/contract-clauses