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Article · Jul 15, 2026
The Third Labor Efficiency Setting: What Xactimate's New Tier Does to Your Margin
Verisk added a third labor efficiency setting to Xactimate, called Large Restoration/Remodel, that sits between the restoration default and the old New Construction model.
6 min read
Article · Jun 24, 2026
AI, or Just a Chatbot? A Buyer's Guide for Restoration Operators
More restoration software now ships with AI attached.
4 min read
Article · Jun 2, 2026
What Process Mining Actually Is
Process mining is a mature discipline in other industries and nearly unknown in restoration.
5 min read
Article · Jun 2, 2026
The Data You Already Own
Every restoration operator sits on years of operational history: jobs, costs, cycle times, outcomes.
4 min read
Article · Jun 2, 2026
Submissive AI vs. AI That Knows Your Operation
Most AI an operator meets is built to be agreeable.
4 min read
Article · Jun 2, 2026
Spread Across Nine Tools
The typical restoration business runs across a stack of capable but disconnected tools, each holding one slice of the job.
5 min read
Article · Jun 2, 2026
SOC 2 Doesn't Mean Your Data Is Protected
SOC 2 has become shorthand for "your data is safe here." It is not quite that.
4 min read
Article · Jun 2, 2026
Process Mining Comes To Restoration
Process mining has transformed how other industries find waste.
5 min read
Article · Jun 2, 2026
Privacy Is A Position, Not A Policy
Data privacy is usually treated as a legal document.
5 min read
Article · Jun 2, 2026
A Benchmark Is Only As Good As Its Sample
Benchmarking is only as credible as the data behind it.
5 min read
Article · Jun 2, 2026
Margin Lives Across The Whole Business
Margin in a restoration business is earned on the job site and shaped almost everywhere else too: estimates, hiring, finance, vendor and equipment pricing, compliance, and above al…
5 min read
Article · Jun 2, 2026
Every Tool Is A Door
A restoration business spreads its data across many systems, and each one is also a way in.
4 min read
Article · Jun 2, 2026
Encryption Is The Floor, Not The Headline
Encryption gets talked about as a selling point.
5 min read
Article · Jun 2, 2026
Beyond The Annual Survey
Annual industry surveys are good at capturing sentiment and direction across the industry.
5 min read
Article · Jun 2, 2026
Anonymized Before It Is Pooled
Protecting contributed data can mean controlling who is allowed to see it, or making sure that even with full access, no record can be traced back to a business.
5 min read
Article · Jun 2, 2026
AI For The Back Office
Field technology is mature.
5 min read
Article · Jun 2, 2026
What Restoration Can Learn From The Ballplayers
As baseball's labor deal heads toward expiration, owners and players are at the table over a salary cap, and the players' core objection is transparency: you cannot fairly agree to…
7 min read
Article · Jun 2, 2026
Who Trains The AI On Your Numbers
Useful AI in a specialized industry is built on specialized data, and in restoration that data comes from operators.
4 min read
Article · Jun 2, 2026
Why Benchmarking, And Why Now
An operator can measure everything about their own business and still not know whether any of it is good, because a number means little without a peer cohort beside it.
5 min read
Article · May 26, 2026
What Busy Hides
Matt Hensley wrote an excellent piece for C&R Magazine on volume as the most dangerous drug in restoration.
4 min read
Article · May 9, 2026
Restoration Software Intelligence Report — Issue 01: Job Management
Verinode Research scores ten Job Management platforms across ten dimensions of operational capability, with capability importance set by an independent panel of working Restoration…
60 min read
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