We don't speak robot, so we asked another robot friend, ChatGPT, to help us interpret this announcement from Verisk. 

The headline: Verisk Brings Its Trusted Analytics and Generative AI Capabilities Directly into Anthropic’s Claude

The proclamation, "New Verisk Model Context Protocol (MCP) connectors enable conversational, natural-language interactions, provide contextual access to Verisk’s trusted insurance analytics inside enterprise AI environments."

The query prompt for ChatGPT,

Please interpret this for a normal person, what does this mean for insurance claims and contractors working on them - New Verisk Model Context Protocol (MCP) connectors enable conversational, natural-language interactions, provide contextual access to Verisk’s trusted insurance analytics inside enterprise AI environments.

The response from our friendly neighborhood AI...(response below)..But, first, give a watch (YouTube) and listen (Spotify) to The DYOJO Podcast, Episode 132 Insurance Claim Rejection Robots 

In plain English, this means:

​Verisk is making its insurance data/tools work with AI assistants (like ChatGPT-style systems) so insurance workers and contractors can ask questions in normal language instead of digging through multiple software systems manually.
Here’s what that likely means in practice for insurance claims and restoration/construction contractors.

Simple one-sentence summary
This means insurance companies are moving toward AI systems that can instantly analyze contractor estimates and claim data through normal-language conversations — making claim handling faster, but also more automated and more tightly controlled.

What the announcement is actually saying“MCP connectors”“MCP” (Model Context Protocol) is basically a standardized way for AI systems to securely connect to business software and data sources.
Think of it like:

• a universal plug/adaptor for AI tools.

So instead of an adjuster or contractor:

• opening 5 systems,
• searching PDFs,
• checking pricing databases,
• reviewing policy language manually,

The AI assistant can pull the information directly from Verisk systems.

“Conversational, natural-language interactions”
This is the important part.

Instead of using complicated menus or codes, people can ask things like:

• “What’s the average approved roof replacement cost in this ZIP code?”
• “Why was this line item denied?”
• “Compare this estimate to regional norms.”
• “Show me missing items in this contractor estimate.”
• “What policy exclusions apply here?”
• “Generate a summary of this water mitigation claim.”

The AI translates the question into database searches and analysis.

What this means for insurance claims people
For adjusters and carriers:

• Faster estimate review
• Faster fraud/anomaly detection
• Easier policy interpretation
• Less manual searching
• AI-generated claim summaries
• Automated comparison against pricing databases like Xactimate

Potentially:

• lower staffing needs for repetitive desk work
• more standardization
• tighter oversight of claims

What this means for contractors
This is where things get very real operationally.

Likely impacts
1. Estimates will be scrutinized faster
AI will likely compare contractor estimates against:

• regional pricing
• historical claims
• standard labor/material assumptions
• common overbilling patterns

Example:
“This drywall quantity is 18% above regional norms.”
That means:

• faster pushback from carriers
• more automated denials/reductions
• more requests for justification

2. Documentation quality becomes much more important
Contractors who:

• document moisture readings,
• photos,
• scope notes,
• code requirements,
• material justifications,

…will likely fare much better.

Why?
Because AI systems work best with structured evidence.
Poor documentation = easier automated reduction.

3. Faster approvals for clean, standardized claims
On the positive side:

• well-written estimates may get approved faster,
• supplements may process quicker,
• fewer phone calls/emails,
• less back-and-forth.

Especially if:

• contractor software integrates with carrier AI workflows.

4. More pressure toward “standardized” pricing
Verisk already influences pricing heavily through platforms like Xactware and products like Xactimate. AI integration likely strengthens that influence.

Translation:

• carriers may rely even more heavily on “acceptable range” pricing,
• unusual or premium contractor pricing may face increased resistance unless justified carefully.

5. Supplements may become partially automated
AI could automatically flag:

• missing line items,
• code upgrades,
• overlooked materials,
• sequencing conflicts.

This could help contractors IF the AI is balanced.
But carriers may also use it to:

• auto-reject supplements lacking evidence,
• reduce administrative review time.

The bigger industry shift
This announcement is really about embedding AI directly into insurance workflows.
Instead of AI being a separate chatbot, it becomes:

• connected to live claims data,
• estimating systems,
• policy systems,
• analytics databases,
• fraud models,
• pricing engines.

That’s the major shift.

What smart contractors should probably do now
Focus on:

• cleaner estimate writing
• photo documentation
• code citations
• moisture logs
• exact measurements
• standardized line items
• detailed justification notes

Expect:

• less human negotiation,
• more AI-assisted review,
• quicker responses,
• more data-driven disputes.

Some reports state 75% of contractors and property restoration service providers express slower than expected business in the current billing cycle. On Episode 127 of The DYOJO Podcast, we discuss some ideas for how to use entrepreneurial downtime for personal growth and slow seasons for organizational improvement. ​

For episode 125 of The DYOJO Podcast we review recent video of the senate hearings lead by Josh Hawley (MS) which include sworn testimony from two policyholders with Allstate and State Farm who were affected by improper insurance claims handling for property damages. The extended video includes sworn testimony from two independent adjusters who worked for insurance carrier Allstate and third party adjusting firm Pilot. Senator Hawley has direct interaction with Mike Fiato who is the executive vice president and chief claims officer for Allstate Insurance Company. 
​

Video clips from: 

• Forbes Breaking News (2 hours) - https://www.youtube.com/watch?v=Qs2VKoQPvxY
• Off The Press (8 minutes) - https://www.youtube.com/watch?v=kCgzSuwSbqs&t=301s

Thursdays are for The DYOJO Podcast - helping contractor's shorten their DANG learning curve. Check out thedyojo.com for more information, the DYOJO blog, and sign up for The DYOJO Wire Newsletter. ​

​NAICS Code for Emergency Restoration Services

The Restoration Industry Association (RIA) is proud to announce the formal submission of a request to the federal government for the establishment of a new six-digit NAICS code—624231: Emergency Restoration Services—as part of the 2027 NAICS review.  Read more on this exciting announcement. 
​
The RIA Scores a Legislative Win for Restorers in Texas!

The RIA will be working closely with Representative Campos over the several months to make revisions before the next legislative session and will share updates on our progress. Read more about this effort.