Our latest market insights report is called The Rework Problem because rework is the theme that came through most clearly in the conversations behind it.
We spoke to more than 70 lenders and brokers across specialist lending and reviewed how cases actually move from enquiry to completion. The same pattern appeared again and again. The biggest drain on time is not usually the complexity of the deal. It is the amount of work being done more than once.
The report found that a typical secured loan case takes one to two months, generates 15 to 20 message rounds, involves more than five people and requires more than five hours of administration on the broker-to-lender leg alone.
Most of that wasted time starts early, at information gathering, document collection and case packaging.
A bank statement arrives with missing pages. A document is unreadable because it has been photographed badly. A payslip is out of date. The wrong file is uploaded. Information in the application does not match the evidence provided. None of these issues sound dramatic. But each one creates work.
This is why cases generate so much communication. It is not because brokers and lenders want 20 message rounds on a case. It is because small failures at the start create loops of chasing, checking and correcting.
The report found that most firms in the sample are achieving right-first-time submission rates of 50% or below. Several reported rates below 30%. In practical terms, for every two cases a broker processes, at least one needs meaningful correction before it can move forward.
That is a huge amount of wasted capacity.
For brokers, the impact is obvious. They should be advising clients, structuring cases and placing business. Instead, too much of the working week is taken up with document chases, status updates, re-keying information into portals and rebuilding application packs.
For lenders, incomplete or poorly packaged cases create avoidable queries, slow decisions and put pressure on underwriting and case management teams. Good cases take longer than they should because they do not arrive in good order.
This is not just an operational inconvenience. It is a commercial constraint.
A broker handling 15 cases a month, with five hours of admin on each case, is already committing 75 hours a month to administration. If a significant share of that time is rework, the firm is using valuable capacity to stand still.
That is one of the clearest findings in the report. The pipeline is not always the problem. In many firms, there is enough demand. The bottleneck is the process used to serve that demand.
When that process creates too much admin, the usual answer is to hire more people. More case administrators. More compliance support. More operations resource. Sometimes that is needed, but if the underlying process is still creating the same rework, headcount is being added to absorb inefficiency rather than support growth.
And the customer experience suffers as well. Customers who are asked repeatedly for documents, or who wait without knowing why nothing has moved, lose confidence. The report found that between 20% and 50% of cases stall or fail to complete. In many instances, the underlying deal was achievable. The process wore it down.
The answer is to move the point of intervention earlier.
AI agents can take on more of the gathering, checking and chasing before the case reaches the lender. They can guide clients through what is needed, check whether documents are complete and readable, extract information, flag inconsistencies and help package the case properly before submission.
That is the difference between task AI and workflow AI. The opportunity is not just to summarise a document or draft an email. It is to let an AI agent work through a bounded admin job, 24/7, with humans reviewing the points that matter.
Brokers should be advising and placing cases. Lenders should be assessing risk and making decisions. Neither side should be spending hours in correction loops that could have been prevented at intake.
In early deployments of Nivo's AI agents, we are seeing reductions of six to eight hours of administration per case when AI is applied at the intake and document collection stages.
The report is clear about where specialist lending origination loses its time. It is not in one big failure. It is in the small repeat tasks that have become normalised: chasing, checking, correcting, repackaging and picking cases back up after momentum has been lost.
The firms that fix this will not just save admin time. They will create more capacity, reduce drop-outs and complete more of the business already in front of them.
Sometimes the biggest opportunity is not to add more people, more leads or more systems. It is to stop the same work being done twice.
The Rework Problem is available to download now at: https://whitepaper.nivohub.ai/
