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AI Holding Company Research
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Tax AI operating evidence

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Publication date is shown for each source; the development date above is the date of the underlying event where the research established it. Syndicated copies are not independent corroboration.

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Aravind Srinivasan; Samay Shamdasani; Arthur Fernandes Araujo; John de Wasseige · OpenAI / Thrive Holdings

Describes a practitioner-feedback and evaluation loop for Tax AI. Reports a 7,000-return pilot, roughly one-third less preparation time, and about 50% greater throughput.