Case Study: Reducing Policy Review Time by 85% For An Insurance Company With AI Solution

A North America-based commercial insurance brokerage helps more than 1,200 small and medium-sized businesses secure industry-specific insurance coverage. The firm offers a wide range of commercial insurance products across industries including manufacturing, healthcare, retail, technology, hospitality, and professional services. As its client base grew, manual policy review processes became a major operational bottleneck.

The Challenges:

• Manual policy reviews took an average of 2–3 hours, delaying quote generation and extending the sales cycle.

• Manual evaluation increased the risk of errors, potentially affecting policy recommendations and customer outcomes.

• Growing policy volumes made it difficult to scale operations without increasing headcount.

• Insurance agents spent significant time reviewing lengthy policy documents and administrative duties instead of focusing on client advisory services. 

The Solution:

• Clarion`s team build a customized Agentic AI solution to automate insurance policy review, comparison, and coverage assessment based on the brokerage's specific requirements.

• Implemented an Intelligent Ingestion Agent (IIA) using Natural Language Processing (NLP) to automatically extract policy limits, deductibles, exclusions, endorsements, and renewal terms from multiple carrier formats.

• Built a Cognitive Evaluation Agent (CEA) to benchmark policies across carriers, identify coverage gaps and overlaps, and automatically generate standardized policy assessment reports.

• Completed the implementation in less than five weeks with no downtime while providing user training to support adoption across sales and compliance teams.

The Business Outcomes: 

• 85% reduction in policy review time, cutting review cycles from 2–3 hours to less than 30 minutes.

• Quotations are now faster and more accurate, allowing the sales team to double their capacity without increasing headcount.

• Improved policy assessment accuracy while strengthening regulatory compliance through automated audit trails.

• Strengthen regulatory compliance through automated audit trails.