Founder Notes
Ideas, research, and operating principles for building AI-ready tax practices.
By Madiyar Kumurbekov — Founder, TaxScout.ai
Founder Notes explores how CPA and EA firms can apply AI to real workflows while preserving security, professional judgment, evidence, and accountability.
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Read the TaxScout blogAbout the author
Madiyar Kumurbekov
Founder, TaxScout.ai
Founder of TaxScout.ai. Writes Founder Notes on how CPA and EA firms move from ad-hoc AI tools to governed, repeatable AI-assisted workflows.
Madiyar is not a CPA or an Enrolled Agent. He writes about AI operating models, workflow design, and governance for tax practices — not about tax law. Founder Notes touching tax, legal, WISP, or compliance questions carry a named CPA/EA reviewer in addition to his byline, and anything that reads as tax advice should be treated as reviewed commentary rather than a substitute for your own professional judgment.
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