The thesis, spelled out
A property claim is two things at once. To the carrier it's documents: a report, an estimate, a policy, a settlement figure. To the policyholder it's the week the tree came through the kitchen. The person handling their claim is the insurance industry, as far as they will ever experience it.
For decades, the economics forced claims professionals to spend most of their hours on the documents and whatever was left on the person. Not because they wanted to. Ask any adjuster what they'd do with a free hour on a claim, and the answer is never "read the endorsements again." The reading was the job because nobody else could do it.
Now something else can. Not decide. Read. Read all of it, check it carefully, hold the numbers steady, show its reasoning, and hand the judgment back to a person with everything in front of them. Every hour that moves off the reading moves onto the phone call, the explanation, the deadline flagged before it expires. Flip the ratio: less time reading, more time helping.
That's why the product shows its work instead of acting as an oracle, why every answer carries its clause, and why the audit trail is sacred. Tools that replace judgment make people smaller. Tools that inform judgment make them better at the parts only they can do.
