Every claims organization I work with has a technology budget line and a training budget line. In most budget meetings, the technology line wins the argument almost by default. New software has a demo. It has a dashboard. It photographs well in a board presentation. Training does not have any of that, so it gets treated as overhead and trimmed first.

I want to walk through why that instinct, reasonable as it feels, gets the cost equation backwards.

The claim is often lost before the software ever sees it

Claims technology speeds up what happens after a claim is reported. It routes the file, flags reserve reviews, and generates correspondence. All useful. None of it touches the biggest single driver of claim cost, which is how fast the injury got reported in the first place.

The data on this is not close. A Hartford study of more than 50,000 claims found that claims reported after two weeks cost 18 percent more than claims reported within one week. Past three weeks, cost climbed 29 percent. Past five weeks, claims cost 45 percent more than early-reported files. Separately, the National Council on Compensation Insurance found that attorney involvement rises in step with reporting delay: about 13 percent of claims reported the same day end up litigated, compared to nearly 32 percent of claims reported four or more weeks out.

That gap does not open up in the claims department. It opens up on the shop floor, in the moment a supervisor decides whether an injury is worth reporting today or worth waiting to see how the employee feels tomorrow. No claims system, however well built, can intervene in a decision that happens before the system ever receives a file. That decision is a training outcome, not a technology outcome.

Tool spend measures activity. Competence spend measures results.

This is the distinction CFOs should be pushing their own teams to make. Technology ROI decks tend to report activity: system uptime, forms submitted electronically, average handling time inside the platform. These are legitimate operational metrics, but they describe whether the tool is being used, not whether the organization is getting better outcomes.

Training investment should be held to a different standard. The training evaluation literature, going back to the Kirkpatrick model used across corporate learning functions, makes the same point in a different language: attendance and satisfaction scores prove people showed up, not that anything changed. The level that matters to a CFO is the last one, the one tied to actual business results. For a claims organization, that means duration, litigation rate, reopen rate, and reserve accuracy. Those are the numbers that move the loss ratio, and they are the numbers a trained workforce, from front-line supervisor through senior adjuster, actually controls.

Build one scorecard, not two conversations

The practical fix is not complicated. Stop evaluating technology spending and training spend as separate conversations with separate metrics. Put them on one scorecard, measured against the same outcomes: claim duration, litigation rate, reopen rate, and reserve accuracy. If a technology investment improved those numbers, the data will show it. If a training investment improved those numbers, the data will show that too. Either way, the organization stops rewarding activity and starts receiving rewarding results.

For most claims’ organizations, the honest finding is that both investments matter, but the smaller and more overlooked one is the training line, particularly training aimed at the people closest to the point of injury. A well-configured system routed to an untrained supervisor still produces a late report. A well-trained supervisor with a mediocre system still reports fast, because the judgment that drives early reporting was never the software’s job to begin with.

Compensable does not mean unsympathetic, and cost control does not mean cutting corners on care. It means making sure the dollars spent, on tools and on people, are actually buying the outcomes the organization is measuring itself against.

If you want a closer look at how training investment connects to claim duration, litigation exposure, and reserve accuracy in your own book of business, WorkCompCollege.com has education resources built specifically for adjusters, supervisors, and claims leadership working through exactly this question.

Sources

• The Hartford, claim reporting lag cost analysis (cited via Amaxx Workers Comp Blog, “How Lag Time Sabotages Claims, And What You Can Do About It,” May 2025): https://blog.reduceyourworkerscomp.com/2025/05/how-lag-time-sabotages-claims-and-what-you-can-do-about-it/
• National Council on Compensation Insurance (NCCI), reporting lag and attorney involvement data (cited via Arrowhead Insurance, “How faster workers comp claim reporting reduces costs”): https://www.arrowheadgrp.com/blog/how-faster-workers-comp-claim-reporting-reduces-costs/
• Kirkpatrick Model of Training Evaluation, four-level framework distinguishing attendance and satisfaction from business results: https://www.devlinpeck.com/content/kirkpatrick-model-evaluation