Why AI in insurance agencies is defining 2026

“The 98% solution” —

By Ming Kostuck, Senior Analyst, ReSource Pro —

Since the launch of ChatGPT in 2022, conversations around AI in insurance agencies have accelerated at an unprecedented pace. What initially began as excitement around generative AI tools, chatbots, and content automation has quickly evolved into something much larger: a complete operational transformation across the insurance industry.

Today, agencies are no longer simply experimenting with AI. They are actively investing in it.

According to new research from ReSource Pro, 98% of insurance agencies are planning AI investments in 2026, signaling a major shift from cautious exploration to full-scale adoption. From workflow automation and document processing to customer service enhancements and operational intelligence, AI is becoming foundational infrastructure for the modern insurance agency.

AI Adoption in Insurance Is No Longer Optional

For years, many agencies viewed AI as a future initiative — something innovative but not immediately necessary. That mindset has now changed dramatically.

The insurance industry is facing growing operational pressures, including talent shortages, rising customer expectations, increasing workloads, and the need for faster service delivery. Agencies are realizing that traditional workflows alone can no longer keep pace with market demands.

As a result, investment in AI for insurance agencies is becoming universal.

Whether it is a small independent agency or a large regional brokerage, organizations across the industry are allocating budget toward AI tools, automation platforms, integrations, and pilot programs. The question is no longer whether agencies should adopt AI, but how quickly they can implement it effectively.

The research also revealed that only 5% of small agencies currently classify themselves as “Level 3” AI organizations, highlighting how early the industry is still in its digital transformation journey. While adoption is accelerating, many agencies are still building the operational frameworks, processes, and strategies necessary to fully leverage AI capabilities.

From Generative AI to Agentic AI in Insurance

The evolution of AI in insurance agencies is happening rapidly.

In 2022 and 2023, most discussions centered around generative AI — systems capable of producing written content, summarizing documents, answering questions, or assisting with communication tasks.

By 2026, the conversation is shifting toward agentic AI.

Agentic AI refers to systems capable of taking action, automating workflows, and executing multi-step tasks with minimal human intervention. Rather than simply generating responses, these tools can help manage processes, organize information, support underwriting workflows, improve claims operations, and reduce administrative burdens across agencies.

This transition represents a major operational opportunity for insurance organizations looking to improve efficiency while scaling service delivery.

However, despite the excitement surrounding AI automation, agencies continue to face an important challenge: preserving the human relationship at the center of insurance.

Why Human Expertise Still Matters in Insurance

Insurance has always been a relationship-driven industry built on trust, guidance, and personalized support.

While AI can dramatically improve efficiency by handling repetitive administrative work and analyzing large volumes of data, it cannot replace empathy, judgment, and emotional intelligence.

While AI excels at efficiently completing repetitive tasks and analyzing vast data sets, it cannot replicate human empathy – the very quality that agencies rely on to build trust and loyalty in customer relationships.

This becomes especially important during high-impact client interactions such as claims discussions, policy renewals, risk assessments, and coverage consultations. During these moments, clients still want reassurance and guidance from experienced professionals — not just automated systems.

The agencies seeing the greatest success with AI are not replacing employees. Instead, they are using AI to empower their teams and create more meaningful client engagement opportunities.

The Rise of Hybrid AI Models for Insurance Agencies

As AI adoption grows, hybrid operating models are emerging as the preferred strategy for many agencies.

These models combine AI-driven automation with human expertise, allowing agencies to streamline operational tasks while preserving critical relationship touchpoints.

This balanced approach allows agencies to improve productivity without sacrificing the personalized experience clients expect.

For example, AI can assist with:

• Data entry and processing
• Policy document summarization
• Customer service routing
• Claims workflow automation
• Internal operational support
• Renewal reminders and administrative tasks

At the same time, agents can focus more heavily on advisory services, relationship management, and strategic client conversations.

The Future of AI in Insurance Agencies

The future of AI in insurance agencies will not be defined solely by technology adoption. Success will depend on how effectively agencies integrate AI into their operations while maintaining trust, service quality, and human connection.

The agencies that succeed in 2026 and beyond will not necessarily be the ones spending the most on AI. Instead, the leaders will be organizations that strategically use AI to reduce operational friction, improve employee productivity, and give staff more time to focus on client relationships.

Ultimately, AI is not replacing insurance professionals — it is helping them become more efficient, responsive, and present during the moments that matter most.

To learn more about the latest insurance AI trends and research, visit ReSource Pro Insights

About The Author

Ming Kostuck is a Senior Research Analyst with more than five years of insurance-industry experience. Ming supports ReSource Pro’s research initiatives, specializing in data analysis and building visualizations. She also contributes to advisory and consulting projects.

About ReSource Pro

ReSource Pro brings integrated operational solutions to insurance organizations to improve growth, profitability and insurance outcomes. Headquartered in New York, ReSource Pro’s global service centers address client operational needs around the clock. Recognized as an industry thought leader and listed as one of Inc. 5000 Fastest Growing Private Companies annually since 2009, the company is renowned for its focus on innovation, service excellence and trusted partnerships, and its unique productivity platform for insurance operations. More than 5,000 ReSource Pro employees provide dedicated support to hundreds of insurance organizations, consistently achieving a +97% client retention rate over a decade. For more information, visit www.resourcepro.com.

SOURCE: ReSource Pro