Latest Research & Field Analysis

2026 Q2 Edition

Issue 01 · 2026 Q2 Edition

Restoration Software Intelligence Report

Restoration Software Intelligence Report — Issue 01: Job Management

An independent capability benchmark of 10 Job Management platforms for Restoration Operators.

Read the report

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Technology

Spread Across Nine Tools

The typical restoration business runs across a stack of capable but disconnected tools, each holding one slice of the job. The complete picture exists, but it lives in the handoffs between systems, which is exactly where no single tool can read it. What that costs, and what it would take to close, is worth a hard look.

5 min read

Technology

AI For The Back Office

5 min read

Technology

Who Trains The AI On Your Numbers

4 min read

Process

Process Mining Comes To Restoration

Process mining has transformed how other industries find waste. A restoration job, from first notice of loss to final payment, is exactly the kind of multi-step process the discipline was built for. Here is what reading it that way reveals, and why the leverage multiplies once your flow sits beside your peers'.

5 min read

Compliance

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. It is an audit of whether a company does what it says it does with your data, which is a real and demanding thing, but a different thing from whether what it does is in your interest. The gap between those two is worth understanding.

4 min read

Compliance

Every Tool Is A Door

4 min read

Compliance

Encryption Is The Floor, Not The Headline

5 min read

Compliance

Anonymized Before It Is Pooled

5 min read

Industry

Privacy Is A Position, Not A Policy

Data privacy is usually treated as a legal document. It is better understood as a question of alignment: who a platform actually answers to, and whether its incentives ever point its users' data somewhere those users would not choose. A policy can be accurate and still leave more room than an operator expects.

5 min read

Industry

A Benchmark Is Only As Good As Its Sample

5 min read

Industry

Beyond The Annual Survey

5 min read

Industry

What Restoration Can Learn From The Ballplayers

7 min read

Industry

Why Benchmarking, And Why Now

5 min read

Margins

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 all the processes that connect the whole operation. Seeing margin as a whole-business number changes where you look for the next gain.

5 min read

Commentary

What Busy Hides

Matt Hensley wrote an excellent piece for C&R Magazine on volume as the most dangerous drug in restoration. The deeper thing — the thing that makes volume dangerous in the first place — is that busy hides what's already broken. Three things an operator inside a busy week genuinely cannot see, and why discipline alone cannot close the gap.

4 min read

Methodology

Reproducible by construction.

Capability is scored against a defined feature universe. Importance weights are set by an independent panel of working Operators. The same data and methodology applied next quarter produces the same number, plus or minus the changes vendors themselves have shipped. No vendor pays for placement, sponsorship, or scoring influence.

Read the methodology

10Dimensions

110Capabilities

10Vendors / Issue

QCadence

5Confidence

0Vendor pay

Independent of vendor revenue

No vendor pays for placement, sponsorship, or scoring influence. The methodology is published in full.

Operator data is never sold to carriers

Every datapoint Operators contribute is anonymized before publication and never sold back to insurance counterparties.

Reproducible by next quarter

The same data and methodology produces the same number. Scores move when the product moves, not when the editorial moves.