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Essay / Claims and operations

The loss run is a management report nobody reads.

Underwriters study it carefully. The company that produced it usually doesn't.

Every renewal follows the same ritual. Someone requests the loss runs. The broker packages them. Underwriters read them line by line, because that history is the best evidence they have about what the next year will cost.

Then the renewal closes, and the report goes back in the drawer.

Here's what gets missed. A loss run is a record of where the operation breaks. Which locations, which shifts, which job types, which contracts, which customers. Underwriters read it to price the future. Management could read it to change the future. One side of that trade does its homework every year. The other side mostly doesn't.

What the report actually says.

Strip away the claim codes and a loss run answers plain operating questions. What keeps happening? The same strain injury, the same intersection, the same product complaint, the same subcontractor. Where is severity creeping up while frequency looks flat? Which claims stayed open long after they should have closed, and why? Which losses came from work the business probably shouldn't have taken at that price?

Each pattern points at something specific: a process, a contract, a supervisor, a hiring decision, a customer worth re-pricing. None of that is visible if the document is treated as an insurance artifact instead of an operating record.

Why nobody reads it that way.

Three reasons, mostly. It arrives formatted for adjusters, full of codes and reserves, so it reads like someone else's paperwork. It shows up at renewal, when the question in the room is price, not cause. And translating it into operating language is nobody's assigned job. The broker uses it to market the account. The carrier uses it to set reserves. The CFO sees the premium it produced. Nobody owns the question of what it says about how the business runs.

So the most honest report the company gets each year goes unread by the only people who can act on it.

What changes when management reads it.

Treat it like any other operating report. Trend, owner, follow-through. Three questions are enough to start: what keeps repeating, what's getting worse, and what stayed open too long. Then assign owners the way you would for margin slippage or churn, because that's what it is.

This is also where AI earns its keep quietly. Turning claim codes into plain language, sorting losses by pattern instead of policy, flagging what changed since last year. Mechanical work that used to make this review expensive. The judgment about what to fix still belongs to the people who run the business.

Do that work for a year and the renewal conversation changes. The account shows up with its patterns named and fixes underway, and the market is looking at a different company than the one in the old loss runs. Price follows.

The report already exists. The company already paid for everything in it. The only open question is who reads it first, the underwriter or the management team.