你的人工智能战略只有和你的政策管理系统一样强大

Your AI Strategy Is Onlyas Strong as Your Policy Table of Contents Executive Summary....................................................................................................................................................3Defining the Mature, Robust Policy Administration System...........................................................................4The Strategic Launchpad for AI...............................................................................................................................5When Vendor Promises Outpace the Platform...................................................................................................8The Solution is Decomposition Without Compromise......................................................................................9The Five Technical Pillars of Core Maturity........................................................................................................10The Strength of Guidewire PolicyCenter.............................................................................................................14Future-Proofing Through Maturity.......................................................................................................................18 Executive Summary W H O T H I S PA P E R I S F O R The Foundation of Trust in the Age of Intelligence The P&C insurance industry is at a critical architectural crossroads. As carriers race to deployAI, they’re navigating a shift toward decomposed platform architectures, characterized bydecoupling core Policy Administration Systems (PAS) from complex functionality like rating, For Chief Information Officers: If your Chief UnderwritingOfficer has recently seen ademo from a platform vendorclaiming they can handlepolicy administration witha lightweight PAS solution While a “skinny PAS” architecture can successfully support the predictable, homogenous workflowsof personal and small commercial lines, applying a lightweight transactional solution to the non- This paper illustrates why a decomposed PAS solution that is both mature and robust is theunderlying system of trust and the mandatory foundation to enable an enterprise-grade,AI-driven system of insight. By defining five technical pillars of core maturity, this resource gives Finally, Guidewire explores how a decomposed, microservices-based PAS, like PolicyCenter,provides the sophisticated functionality needed to enable simplicity. Ultimately, the strengthof an insurer’s AI strategy is directly capped by the structural maturity of its core platform. Defining the Mature, Robust PolicyAdministration System As discussed in our recent whitepaper,“The Right Tool forthe Job in the Era of Agentic Underwriting,”modern policyadministration systems are more than passive systems of The Core Realities of AI Adoption of insurers are actively pursuingagentic AI(Forrester).85% The stakes for this foundation have never been higher. AsAI moves from experimentation to operation, the marginfor error has narrowed. Forrester reports that while 85%of insurers are pursuing agentic AI, nearly half of these ~50%of AI initiatives will fail withoutcoremodernization(Forrester). A robust, mature PAS provides a comprehensive frameworkfor managing the entire policy lifecycle from complexproduct configuration to retroactive adjustments across arange of real-world, complex use cases. By absorbing this 43%of carriers cite data readiness as their#1 AIadoption barrier(Precisely). The StrategicLaunchpad for AI 1. The Data Readiness Obstacle AI output is only as good as the foundational data itaccesses. A mature PAS provides structured, reliable,and well-defined data sets. Generic large languagemodels (LLMs) are giving way to domain-specific largelanguage models (DSLMs) and Gartner anticipates thatover half the industry will employ DSMLs by the endof 2026. According to Precisely, 43% of insurers cite While carriers race to turn these market realities into operationaladvantages, implementing front-end AI investments without firsttransforming the underlying core is a strategic miscalculation. AsGartner noted in “Industry Core System Modernization Drives Results The “Skinny PAS” Illusion Driven by the urgency to deploy AI, an architectural trend hasemerged in the vendor market, the “skinny PAS.” Under this model,vendors advocate for stripping the core platform down to a bare- 2. AI Technical Debt Deploying front-end intelligence on top of a coreplatform that cannot natively support it creates severedownstream liabilities. Gartner predicts that by 2028,AI technical debt will accumulate at four times the While a “skinny PAS” architecture can support the predictable,homogenous workflows of personal and small commercial lines,applying a lightweight transactional solution to the non-linearrealities of complex, large commercial and specialty insurance is an The Policy Transaction Is the Underwriting Decision Emerging underwriting workbench and AI ve