AI for insurance

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Your Organization and AI

Wondering how AI will affect insurance?
Expert perspective

How will AI affect the insurance industry? 

Insurance is a complex and highly regulated industry, and as a result, tends to be cautious when it comes to new technologies.

Surrounded by AI hype, it’s tempting to dive in headfirst, but careful planning and a strong foundation are both necessary. While insurance must move forward, we encourage companies to view AI as a tool like any other – and keep human expertise at the center. At ReSource Pro, we take a three-pronged approach to help our clients fully leverage AI: Integrate, Optimize, Digitize.

Integrate
Standardize work, unify systems, and centralize functions. 
Optimize
Optimize
Address operational problems and document processes.
Digitize
Digitize
Maintain data integrity and begin automation initiatives. 
Quote

“AI isn’t new in insurance. The biggest challenge that carriers and agencies face is the fragmented and complex nature of the industry itself. To get true business value out of AI, insurance organizations must first lay the proper foundation.”

Dan Epstein

Dan Epstein

CEO, ReSource Pro 

Insurance AI Readiness

"*" indicates required fields

Question 1 of 10

See where your organization falls on our insurance AI and digital readiness scale

Take our two-minute Insurance Al Readiness Assessment to better understand your starting point on the Al journey along key capabilities. Throughout the assessment, select the answer that most closely reflects where your company is today.

1. How is AI reflected in your organizational structure?*
Prep your organization for AI

Is your organization ready for AI?

While almost all organizations name AI as a key focus, only 37% believe they’re ready to implement it.

Before effectively leveraging AI, companies must start with a strong foundation.

AI aspirations versus readiness - the data gap

Report AI as a key focus for 2025
94%
Believe good data is vital to quality AI
85%
Are ready to implement AI
37%

Start by asking yourself these questions:

Integrate

Do you have the resources to integrate your data?

Integrating data across multiple systems is a challenge, especially when M&A enters the equation. This is often a larger initiative than many organizations realize, even requiring shifts in company culture. You can’t rely on generative AI or other technology tools alone to help with data cleanup and organization – an expert human in the loop is crucial.
Optimize

Are your processes consistent and efficient?

It’s true that there’s no point in automating a bad process, but that’s not the only reason to standardize your processes. Every insurance company can benefit from stable, well-defined workflows. At ReSource Pro, we’ve standardized and documented more than 50,000 unique insurance-based SOPs for our clients.
Digitize

Is your domain knowledge safe?

Some insurance processes are clear candidates for digitization. Centralizing submissions, for example, creates a better customer experience and results in cost and time savings for providers. However, there may be hidden knowledge areas to consider. As the insurance talent crisis looms, it’s more important than ever to capture and document domain knowledge.
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use cases for ai in insurance

Real AI use cases in insurance

How ReSource Pro experts helped three clients on their digital journey

Integrate Circle
Integrate

The client: A multi-billion dollar insurance carrier

The challenge: Guidewire system conversion was necessary but costly and time-consuming, with manual entry required.

How we helped: Our experts stepped in to streamline the systems integration process, creating a tailored automation solution.

The impact: Reduced the manual impact of SMB phase from $1.5 million to $700 thousand.

Integrate Circle
Optimize

The client: A leading independent insurance wholesaler and underwriting manager 

The challenge: Personnel across 40+ offices were spending too much time on binding activities, taking away bandwidth for higher level tasks. Without a standardized process, there was no way to automate.  

How we helped: Our team assessed current binding processes across 5 regions, developing a standardized procedure and rollout plan. Half of binding activities were transitioned to our BPM team, with monitoring mechanisms implemented to review adoption rate and progress. 

The impact: 75,000 hours and $1.1 million saved, achieved an overall quality level of 99.95%, and set the client up for success to automate the process in the future.

Digitize Circle
digitize

The client: Insurance broker focused on mid-size and top 100

The challenge: Time-consuming direct billing process was inefficient and too costly.

How we helped: Leveraging ReSource Pro’s AI-powered solution, Direct Bill Complete, the team helped to digitize and streamline the client’s direct billing process.

The impact: 35% cost reduction.

Research

Our latest research

How are insurance companies using AI today?

  • Discover the differences between “classic AI” and “deep AI”
  • Learn about the current state of AI maturity for all insurance segments, from distribution to claims

The most promising AI applications for insurance

  • Retail agencies and brokers 

Enhanced staff expertise, personalized customer experiences, “smart” automation, and new business models

  • MGAs and wholesalers 

More tailored insurance solutions, smarter underwriting, and agile operations

  • Carriers 

Product innovation, faster submission processing, precision underwriting, and automated claims handling

Browse our latest insights on AI and related technologies 

AI insurance solutions

Made for you 

When it comes to implementing artificial intelligence, every organization faces its own unique obstacles. We’ve created tailored solutions that solve for your most complex challenges, powered by AI and verified by human experts. 

AI and Human

Retail agents & brokers

Will AI replace insurance agents? Never – but coupled with our years of insurance expertise, 
AI-powered tools allow your people to focus on higher-skill activities. 

Policy Insights® ExpressCheck

  • Insurance policy automation solution streamlines and automates policy checking
  • Draws from 20+ years of experience in complex policy checking services
  • Self-service, AI-driven model: The solution is in your hands
<10-day
policy turnaround
15%+
cost reduction from traditional BPM model
Access
to Account Manager Portal

Direct Bill Complete

  • Streamline direct bill reconciliation process
  • End-to-end, AI-driven support – with human in the loop
65%+
automated end-to-end process
20%+
cost reduction from traditional BPM model
95%
of transactions matched without client involvement

Carriers, MGAs & wholesalers

AI is a powerful co-pilot to your expertise, letting you streamline repetitive tasks, customize client experiences, and automate data processing to help with 
decision making. 

AI powered by ReSource Pro

Find the AI solution for your insurance organization.

AI in Insurance FAQs for Carriers, Agencies, and MGAs

Understand AI's role, benefits, and implementation requirements across insurance operations.

Understanding AI in Insurance

What is “AI in insurance,” and why are insurers adopting it now?

AI in insurance refers to using artificial intelligence such as machine learning, natural-language processing, and workflow automation, to improve operational efficiency, accuracy, and decision-making. Insurers are adopting AI now because talent shortages, rising workload complexity, and inconsistent processes make manual operations unsustainable.

AI reduces manual effort, speeds up data processing, and minimizes duplicated work. It helps eliminate bottlenecks like submission backlogs, intake delays, and inconsistent underwriting decisions. Learn more in our State of AI in P&C Insurance research report.

AI strengthens core insurance workflows including:

  • Underwriting triage

  • Claims intake

  • Policy servicing and document handling

  • Accounting and reconciliation

  • Customer support operations

Learn more on our AI & Intelligent Automation for retailers and AI & Intelligent Automation for carriers pages.

AI works best when an insurance organization has clean data, standardized processes, clear workflow ownership, and strong governance. When these foundational elements are in place, AI can be applied effectively and scaled with confidence. Together, these elements create the foundation of ReSource Pro’s Integrate → Optimize → Digitize readiness model.

High-quality data is essential for AI accuracy. This includes structured formats, consistent definitions, reduced duplicates, and digitized documents. Organizations that improve data quality prior to AI adoption see stronger ROI and fewer downstream issues.

Implementing AI in insurance

How does ReSource Pro guide insurers through successful AI adoption?

ReSource Pro aligns AI adoption with business operations through a three-step approach:

  1. Integrate – Create a foundation with unified workflows and systems
  2. Optimize – Standardize and enhance processes to remove friction
  3. Digitize – Apply automation and AI where it measurably improves performance
ReSource Pro’s approach to AI combines deep insurance operations expertise with advanced automation and AI tools. Rather than deploying technology alone, we integrate AI into existing workflows, governance models, and teams, ensuring solutions deliver sustainable, real-world operational impact.
AI standardizes data extraction, supports triage, and reduces decision variability. When integrated into optimized workflows, AI provides underwriters and servicing teams with cleaner, more complete information, improving speed and consistency.
Yes. AI can be implemented at the workflow layer – not inside the core system – allowing agencies, MGAs, and carriers to adopt AI without replacing policy admin or CRM platforms. ReSource Pro provides flexible engagement models based on operational maturity.