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      "text": "The next phase of insurance pricing calls for increased foresight, risk segmentation, agility, and nimbleness, as insurers must pivot from the \"fast-follower\" mentality to stay competitive and adapt swiftly to a rapidly evolving market.",
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      "text": "3. Data & Tech strategy: Filing velocity has ramped up so quickly that even the most advanced personal lines carriers are encountering implementation bottlenecks. IT constraints—driven by legacy systems, tech debt, and product backlogs—often hinder insurers from speedily implementing new rate filings. Embracing the cloud will be key, particularly in a world with Generative AI.",
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      "text": "2. Secure & Responsible AI, including robust model governance: New AI/ML methods require massively increased oversight to ensure models align with values, regulations, and standards. AI governance must ensure that AI is explainable, transparent, and ethical.",
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      "text": "Accurate and fair pricing is more crucial than ever in this volatile, changing environment. However, improving pricing alone will not fully deliver underwriting excellence. Effective product management leverages risk selection, pricing, and tailoring of coverages all together. Overhauling pricing strategy must occur in tandem with updating underwriting guidelines, rate manuals, rules, limits, and exclusions in a holistic, integrated approach.",
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