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    3. How AI Cut Document Processing Time by 80% at a $794M Wealth Firm

    How AI Cut Document Processing Time by 80% at a $794M Wealth Firm

    Published on 02.04.2026

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    How AI Cut Document Processing Time by 80% at a $794M Wealth Firm

    TLDR: Shade Tree Advisors, a $794 million multi-family office, deployed EtonAI across three document workflows and cut custodian statement processing from over 8 minutes to roughly 2 minutes per document — an 80 percent reduction. The rollout was phased, measured, and built on the most repeatable workflows first, not the hardest ones.

    How one wealth firm cut document processing time by 80 percent

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    How one wealth firm cut document processing time by 80 percent

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    © 2026 Grzegorz Motyl. Raising the bar of professional software development.

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