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๐„๐ฏ๐ž๐ซ๐ฒ๐จ๐ง๐žโ€™๐ฌ ๐ญ๐š๐ฅ๐ค๐ข๐ง๐  ๐š๐›๐จ๐ฎ๐ญ ๐€๐ˆ. ๐…๐ž๐ฐ ๐š๐ซ๐ž ๐ญ๐š๐ฅ๐ค๐ข๐ง๐  ๐š๐›๐จ๐ฎ๐ญ ๐ฐ๐ก๐š๐ญ ๐ข๐ญโ€™๐ฌ ๐›๐ž๐ข๐ง๐  ๐›๐ฎ๐ข๐ฅ๐ญ ๐จ๐ง.

After three decades in Insurance, hereโ€™s one thing Iโ€™ve learned the hard way:

๐‘ป๐’†๐’„๐’‰๐’๐’๐’๐’๐’ˆ๐’š ๐’Š๐’” ๐’๐’๐’๐’š ๐’‚๐’” ๐’•๐’“๐’‚๐’๐’”๐’‡๐’๐’“๐’Ž๐’‚๐’•๐’Š๐’—๐’† ๐’‚๐’” ๐’•๐’‰๐’† ๐’‡๐’๐’–๐’๐’…๐’‚๐’•๐’Š๐’๐’ ๐’Š๐’• ๐’”๐’•๐’‚๐’๐’…๐’” ๐’๐’.

On my recent visits to insurers exploring AI-led transformation, a common thread emerged: โ€œ๐˜ž๐˜ฆโ€™๐˜ท๐˜ฆ ๐˜ด๐˜ต๐˜ข๐˜ณ๐˜ต๐˜ฆ๐˜ฅ ๐˜ฑ๐˜ช๐˜ญ๐˜ฐ๐˜ต ๐˜ฑ๐˜ณ๐˜ฐ๐˜ซ๐˜ฆ๐˜ค๐˜ต๐˜ด ๐˜ช๐˜ฏ ๐˜Ž๐˜ฆ๐˜ฏ๐˜ˆ๐˜, ๐˜ฃ๐˜ถ๐˜ต ๐˜ข๐˜ฅ๐˜ฐ๐˜ฑ๐˜ต๐˜ช๐˜ฐ๐˜ฏ ๐˜ช๐˜ด ๐˜ฑ๐˜ข๐˜ต๐˜ค๐˜ฉ๐˜บ.โ€

๐˜๐˜ฆ๐˜ณ๐˜ฆโ€™๐˜ด ๐˜ต๐˜ฉ๐˜ฆ ๐˜ต๐˜ณ๐˜ถ๐˜ต๐˜ฉ ๐˜ฏ๐˜ฐ ๐˜ฐ๐˜ฏ๐˜ฆ ๐˜ธ๐˜ข๐˜ฏ๐˜ต๐˜ด ๐˜ต๐˜ฐ ๐˜ฉ๐˜ฆ๐˜ข๐˜ณ: ๐˜ˆ๐˜ ๐˜ฅ๐˜ฐ๐˜ฆ๐˜ด๐˜ฏโ€™๐˜ต ๐˜ฎ๐˜ข๐˜จ๐˜ช๐˜ค๐˜ข๐˜ญ๐˜ญ๐˜บ ๐˜ง๐˜ช๐˜น ๐˜ฃ๐˜ณ๐˜ฐ๐˜ฌ๐˜ฆ๐˜ฏ ๐˜ง๐˜ฐ๐˜ถ๐˜ฏ๐˜ฅ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ๐˜ด.

If your policy or claims systems still run on legacy platforms with poor data hygiene, isolated modules, and rigid workflows โ€” AI will simply amplify the inefficiencies.

๐€๐ˆ ๐ญ๐ก๐ซ๐ข๐ฏ๐ž๐ฌ ๐จ๐ง:

1. Clean, real-time data

2. API-ready architectures

3. Modular, cloud-native systems

Without these, what you get is not insight โ€” itโ€™s illusion.

๐‘บ๐’ ๐’ƒ๐’†๐’‡๐’๐’“๐’† ๐’‹๐’–๐’Ž๐’‘๐’Š๐’๐’ˆ ๐’Š๐’๐’•๐’ ๐‘จ๐‘ฐ, ๐’Š๐’๐’”๐’–๐’“๐’†๐’“๐’” ๐’Ž๐’–๐’”๐’• ๐’“๐’†๐’‚๐’”๐’”๐’†๐’”๐’” ๐’•๐’‰๐’†๐’Š๐’“ ๐’„๐’๐’“๐’† ๐’‘๐’๐’‚๐’•๐’‡๐’๐’“๐’Ž๐’”. ๐‘ป๐’‰๐’‚๐’•โ€™๐’” ๐’˜๐’‰๐’†๐’“๐’† ๐’•๐’‰๐’† ๐’“๐’†๐’‚๐’ ๐’•๐’“๐’‚๐’๐’”๐’‡๐’๐’“๐’Ž๐’‚๐’•๐’Š๐’๐’ ๐’”๐’•๐’‚๐’“๐’•๐’”.

๐‘ถ๐’๐’๐’š ๐’•๐’‰๐’†๐’ ๐’„๐’‚๐’ ๐‘จ๐‘ฐ ๐’ƒ๐’†๐’„๐’๐’Ž๐’† ๐’‚ ๐’‡๐’๐’“๐’„๐’† ๐’Ž๐’–๐’๐’•๐’Š๐’‘๐’๐’Š๐’†๐’“ โ€” ๐’๐’๐’• ๐’‚ ๐’Ž๐’Š๐’”๐’‡๐’Š๐’“๐’†๐’… ๐’Š๐’๐’—๐’†๐’”๐’•๐’Ž๐’†๐’๐’•.

Legacy modernization isnโ€™t glamorous. But itโ€™s the silent enabler behind every intelligent insurer of tomorrow.

Posted in AI, Career, Corporate

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