The hours between an inspection and a submitted estimate is the growth cap nobody measures. Why it throttles the whole business, and what changes when the first draft is done for you.
There's a difference between an AI that read the internet and one that has seen 20,537 restoration field photos. Why domain-trained estimating writes defensible scopes, and generic models write thin ones.
AI can write your estimates and chase your AR, and four months later the business still hasn't moved. The expensive mistake isn't the tool. It's buying automation without the plan that aims it.
The login works, the dashboard is pretty, and the shop runs exactly like before. Software is a tool, not a system, and the difference is the whole reason 'we bought the tool' rarely moves the numbers.
Recovered · 60 days
$214K
Aged AR isn't a cost of doing carrier work, it's a choice. How restoration companies stop financing the delay, why DSO trend is the number that matters, and how disciplined automated follow-up recovers money you've already written off.
Most owners call it “the software the insurance company makes us use.” That shrug costs shops six figures a year. Here’s how the pricing language of the trade actually works, codes, price lists, ESX, and where AI is prying it open.
Rebuild drafts estimates fast. R360 Scope turns job-site photos into a priced, native Xactimate .esx in minutes, sketch, rooms, and line items that open clean. Here's the honest comparison.
Operator-grade read on Verisk’s new Claude MCP connector. The headline, the math, the data privacy question, and what to do this quarter.
A field guide to what AI is actually doing inside restoration shops in 2026, what’s still vaporware, and the questions that separate a real vendor from a deck.