Kevin.

How to Build a 500+ Item Contents Claim

A large contents claim is not hard because any one line is hard. It is hard because the same twelve decisions have to be made five hundred times, the same way each time.

Kevin Godfrey, KevinLast updated 5 October 2026

What makes a 500-item contents claim slow?

Repetition, not difficulty. Identify, describe, find a replacement, check it, record the source, classify, depreciate, enter it — a few minutes an item, and a fortnight across a thousand.

The answer is not to remove the review. It is to remove the repetition and spend the recovered attention on the lines that actually need a person — which is a different claim from “AI does the inventory”, and a more defensible one.

Where the hours actually go

Each one is minutes per item and weeks per claim
BottleneckWhat it costs at 500 items
Organising photographsDeciding which of 1,500 frames describe the same item
IdentificationEstablishing what each item actually is
Replacement researchA search, several tabs and a judgment, per line
Recording the sourceThe step that gets skipped first when time is short
ClassificationA content class on every line, consistently
DepreciationAge and useful life applied the same way throughout
Populating the scheduleMoving all of it into the file that gets sent

Photographs are not line items

A 500-item claim can easily carry 1,500 to 3,000 photographs, because a careful pack-out shoots each item more than once — the item, the model plate, the damage. The first job on a large claim is therefore not pricing. It is working out which photographs belong together.

This is why review sits before pricing rather than after it. Related frames are proposed as one item, you confirm or correct the grouping, and only then does anything become a claim line. Duplicates and context shots become no line at all.

How it runs

  1. 01Photos inDrop a folder, a phone dump or a whole .zip. Nothing is a claim line yet, and nothing is charged.
  2. 02ReviewedShots of one item are proposed as one item. You confirm, merge or split before anything is priced — and a line counts against your allowance once it becomes a line, not when the photo lands.
  3. 03PricedEach line gets a price from a listing with the source kept on the row, a content class, and depreciation for its age.
  4. 04ExportedXactimate (Excel) · .xlsx in the XactContents template, or a room-by-room PDF.

An item counts against your allowance when it becomes a line, not when a photograph is uploaded — so the size of the shoot is not the size of the bill, and a photograph you exclude costs nothing.

Scale amplifies small error rates

Five per cent of a 20-line inventory is one line, and you will probably catch it. Five per cent of a 1,000-line inventory is fifty lines, and you will not. The comparables worth catching are the usual ones — a bundle priced as a single item, the wrong capacity, the wrong generation, an accessory standing in for the product — and every one of them is cheaper to prevent than to find later.

The same logic applies to consistency. Software applies the same rule to line 900 that it applied to line 9; a person working across three weeks does not, however careful they are. On a large schedule that consistency is worth more than speed.

Review what needs reviewing

The goal is not to review nothing. It is to review the right lines: ambiguous identifications, unusual products, high-value property, thin pricing results, discontinued items, collectibles, and anything whose price sits far from its neighbours. Appraisal classes never price automatically at all, so they arrive on that list by default.

Everything ordinary should move through with very little hand work. That is the whole trade.

What this looked like in practice

Kevin was built out of real public-adjuster work rather than from a product spec. In a single month, more than four thousand carrier-facing contents line items were produced through it — with a person confirming the grouping on every one of them before it became a claim item.

The useful benefit is capacity rather than a stopwatch figure. Hours returned to a firm become more claims prepared, less research outsourced, and fewer weekends spent in a spreadsheet — which is a change in what the practice can take on, not just a faster file.

Large claims still need judgment

No large inventory runs cleanly end to end. There will be poor photographs, missing model numbers, discontinued property, collectibles and genuinely hard valuation questions. Those are the lines an experienced adjuster should be spending time on — and the reason to clear the repetitive work out of the way is to make that time available.

Common questions

How long should a 500-item contents claim take?
There is no honest universal number — it depends on how good the photographs are, how much of the property is unusual, and how much of it needs judgment. What is predictable is where the hours go: grouping photographs, researching replacements, recording sources and applying depreciation consistently. Those are the parts worth automating.
Can AI build an entire contents inventory automatically?
It can remove most of the repetition, and it should not remove the review. Ambiguous identifications, high-value property, discontinued items and collectibles are exactly where an experienced adjuster is worth more than another search — and where a confident wrong answer does the most damage.
Should every photo become a line item?
No, and a workflow that assumes so produces a claim that is wrong in a very visible way. Several photographs routinely show one item: the item, its model plate, the damage. They are grouped into one line before anything is priced, which is why the item count on a claim is always at or below the photograph count.
What is the biggest bottleneck on a large claim?
Replacement-cost research, followed closely by organising the photographs and keeping depreciation consistent. Each is a few minutes on one item and a fortnight across a thousand — which is what makes them a workflow problem rather than a difficulty problem.
Does a large claim cost more to run?
Items are the metered dimension, not claims: Pro is $249 a month with 2,000 line items included, and claims themselves are unlimited. A line counts when it becomes a line, so excluded photographs and context shots cost nothing.
Is Kevin designed for public adjusters?
It was built out of one — the workflow comes from real public-adjuster practice rather than from a product spec, which is why the review step sits where it does rather than at the end.

Build contents claims faster with Kevin.

Your first 250 line items are free, with no clock running. $249/mo after that, unlimited claims.

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