AJGArthur J. Gallagher & Co.
AI adoption · Q1 2026 earnings call
FinancialsScaling
14
extracted from this call
4 / 5
quantified with specifics
Not disclosed
no breakout in this call
AI was discussed primarily as a productivity and competitive differentiator tool already deployed across Gallagher's core platforms, with management emphasizing it strengthens rather than replaces the broker/adviser model. CEO Pat Gallagher referenced an Investor Day presentation for deeper detail and summarized five key points on AI's role, including its deployment across P/C, claims, reinsurance, benefits, and M&A workflows. AI was also cited as a driver of improved hit ratios in new business development via specific tools, and as a growth opportunity in the E&S insurance market through AI-related infrastructure risks. No financial quantification of AI investment or revenue impact was provided on this call.
Adopter
See full leaderboard →60/ 100
78
stage: scaling · max spec: 4
40
2 quant outcomes
65
2 scopes
product_embeddedinternal_use
14 AI mentions from this call.
Extracted verbatim from the AJG Q1 2026 earnings call transcript. Speaker, section, and specificity tier surfaced for each mention.
- T4Q&A· CEO· Product-embedded AIA number of your competitors or a couple of your competitors have talked about challenges with new business, and it sounds like you're seeing things go pretty well.
“With our tools now, we know this statistically, we're approaching 45% hit ratios when, in fact, we use the tools. And we have a number of them. It's not just Gallagher Drive. This week at RIMS, we'll be announcing Blueprint, which is all about improving the risk and insurability of our clients, making their profile better.”
— J. Patrick Gallagher, Jr., AJG earnings callGallagher Drive, Blueprint - T4Q&A· CEO· Product-embedded AIA number of your competitors or a couple of your competitors have talked about challenges with new business, and it sounds like you're seeing things go pretty well.
“we have found over the last few years that if we digitize the relationship with the client, it will actually increase our retention by a full point. Now that means it takes it from something like 94.5% to 95.5%.”
— J. Patrick Gallagher, Jr., AJG earnings call - T3Prepared remarks· CEO· Internal use
“Third, operational change is not new to Gallagher. For more than 2 decades, we've standardized processes and centralized our proprietary data across the company. That foundation allows us to deploy AI today across P/C, claims, reinsurance benefits and mergers and acquisitions because we have embedded operational excellence into our DNA. We already have the brains and financial resources to quickly deploy AI. In our view, we're ahead, and that advantage compounds over time.”
— J. Patrick Gallagher, Jr., AJG earnings call - T3Q&A· CEO· Product-embedded AIA number of your competitors or a couple of your competitors have talked about challenges with new business, and it sounds like you're seeing things go pretty well.
“they all walk in and go, well, we've got AI. Look at our ChatGPT. That's not the point. Let us just show you what we do with your risk profile, which we can now categorize numerically that says, as you exist today, you score on our profile 65. That's not great. But if you work with us on loss control, on improving your risk profile, on the things you need to do, we can take that, we think, to 87.”
— J. Patrick Gallagher, Jr., AJG earnings call - T3Q&A· CEO· Product-embedded AIA number of your competitors or a couple of your competitors have talked about challenges with new business, and it sounds like you're seeing things go pretty well. Is there any reason why, say, at this point in the cycle with property down and maybe a little more pressure on casualty perhaps, why would new business be more difficult?
“Our reinsurance people have got a workbench product that uses AI to show clients all kinds of different approaches, et cetera, et cetera. These tools, we're spending hundreds of millions of dollars, and they're really getting traction.”
— J. Patrick Gallagher, Jr., AJG earnings callworkbench - T3Prepared remarks· CEO· Internal use
“Fourth, AI is already deployed across many of our core platforms and workflows. It helps our teams make better decisions and spend more time advising clients while continuing to raise productivity and quality.”
— J. Patrick Gallagher, Jr., AJG earnings call - T2Q&A· CFO· Customer demand signalYou call out the data center and AI-related infrastructure as the fastest-growing part of the E&S market. Could you kind of help us size kind of what percentage of the submission today is kind of related to that and going forward?
“As a percentage, it's a very small item. It's not anecdotal, but it is also illustrative that specialty market comes in 5 different type of buckets. So you got to think about these as a headwind in that -- as a tailwind in that vertical that as these things come online, they're going to have to go to the specialty and E&S market in order to get that cover.”
— Douglas Howell, AJG earnings call - T2Prepared remarks· CEO· Internal use
“And finally, and most importantly, AI strengthens, not replaces the broker and adviser model. AI is another tool that strengthens how we serve clients. It does not change the fundamental nature of our business. AI makes every single one of our professionals better at what they already do by amplifying our expertise, our data and our market access.”
— J. Patrick Gallagher, Jr., AJG earnings call - T2Prepared remarks· CEO· Customer demand signal
“The fastest-growing part of E&S continues to come from emerging specialty risks such as data centers and AI-related infrastructure as well as other complex exposures. These risks don't fit well in the admitted markets and represent a structural multiyear growth opportunity for E&S.”
— J. Patrick Gallagher, Jr., AJG earnings call - T2Prepared remarks· CEO· Internal use
“We view AI, digitization and automation as a continuation of that long-standing strategy. It builds on decades of work standardizing processes, centralizing our global data and improving execution, all to help our people provide the very best advice and service to our clients.”
— J. Patrick Gallagher, Jr., AJG earnings call - T2Prepared remarks· CEO· Product-embedded AI
“Second, AI actually should accelerate our growth. AI enhances our ability to deliver faster, higher-quality advice and more tailored client solutions, improving our speed to market, win rates, retention and provides better client experiences.”
— J. Patrick Gallagher, Jr., AJG earnings call - T2Prepared remarks· CEO· Internal use
“First, we expect AI to be minimally disruptive when it comes to selling insurance, providing consulting services and managing claims. Our business is advisory-led, complex and relationship-driven.”
— J. Patrick Gallagher, Jr., AJG earnings call - T2Prepared remarks· CEO· Internal use
“The team is adding new products, new services and embracing new technology, including AI and machine learning to further improve the claims experience for our clients.”
— J. Patrick Gallagher, Jr., AJG earnings call - T1Prepared remarks· CEO· Internal use
“And importantly, culture is what makes our investments in talent, technology and AI work. Our people embrace change when it helps them better serve their clients, improve quality and deliver stronger results.”
— J. Patrick Gallagher, Jr., AJG earnings call
What management wouldn’t quantify.
Analyst questions where management declined to share a specific number. The pattern of refusals is often as informative as the disclosures.
- No quantification of AI-related capex or opex provided despite references to 'hundreds of millions of dollars' spent on tools broadly (not AI-specific).
- No disclosure of AI revenue contribution or AI-driven cost savings in dollar or percentage terms.
- Management directed listeners to the March 17 Investor Day webcast for AI detail rather than providing new quantification on this call.
- Hit ratio improvement (32% to ~45%) attributed to 'tools' including AI but not disaggregated to isolate AI's specific contribution.
- No analyst directly asked for AI revenue or cost quantification; no explicit deflection recorded, but the gap remains.
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