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Legal Citation Validation

Legal Language Simplification and Explanation

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Risk Assessment for Business Proposals

Regulatory Update Impact Assessment

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Contract Clause Categorisation

Insurance Advisor

Policy Comparison

This agentic task compares and analyses insurance policy features - a key component for insurance advisory agents. The task specification outlines how to:

  • Generate structured comparisons of policy terms, conditions, and exclusions

  • Calculate cost-benefit metrics across premiums, excesses, and coverage limits

  • Analyse coverage alignment with specified client requirements

  • Identify critical differentiators between policy options

  • Produce evidence-based recommendation reports with personalised insights


As a modular agentic task, it can be integrated into quote engines and broker platforms, enabling AI agents to execute systematic policy evaluation within existing comparison systems. The task specification includes frameworks for feature analysis, cost comparison, needs assessment, and regulatory disclosure compliance, adaptable to motor, home, life, and health insurance products.

Example outputs:

"response": {
    "advantages": [
      "ComprehensiveCover:Lower annual premium compared to PremiumProtect, includes breakdown cover in the UK, and a reasonable excess of £250.",
      "EssentialGuard:Lowest annual premium, suitable for basic coverage needs with fire and theft protection.",
      "PremiumProtect:Highest no claims discount of up to 80%, lowest excess of £100, extensive additional features including European breakdown cover and key loss cover."
    ],
    "limitations": [
      "ComprehensiveCover:Higher excess compared to PremiumProtect, limited personal accident cover up to £5,000.",
      "EssentialGuard:Limited coverage (third party, fire, and theft), higher excess of £500, and lacks many additional features.",
      "PremiumProtect:Highest annual premium, which may not be cost-effective for all customers."
    ],
    "recommendation": "PremiumProtect Auto Insurance is recommended for those seeking extensive coverage and additional features, despite its higher cost. For budget-conscious customers, EssentialGuard offers basic coverage at a lower price, while ComprehensiveCover provides a balanced option with moderate coverage and cost.",
    "key_differences": [
      "Coverage:ComprehensiveCover and PremiumProtect offer comprehensive coverage, while EssentialGuard provides third party, fire, and theft coverage.",
      "Annual Premium:EssentialGuard has the lowest premium, while PremiumProtect has the highest.",
      "Excess:PremiumProtect has the lowest excess at £100, whereas EssentialGuard has the highest at £500.",
      "No Claims Discount:PremiumProtect offers the highest discount up to 80%, compared to 75% for ComprehensiveCover and 50% for EssentialGuard.",
      "Additional Features:PremiumProtect includes the most extensive additional features, such as European cover and key loss cover."
    ],
    "policies_compared": [
      "ComprehensiveCover Auto Insurance",
      "EssentialGuard Auto Insurance",
      "PremiumProtect Auto Insurance"
    ],
    "comparison_summary": "ComprehensiveCover and PremiumProtect both offer comprehensive coverage, but PremiumProtect provides more extensive additional features and a higher no claims discount, albeit at a higher premium. EssentialGuard is the most affordable option, offering basic third party, fire, and theft coverage with fewer additional features. Each policy varies significantly in terms of excess, additional features, and coverage scope, catering to different customer needs and budgets."