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In this episode, we explore why AI can't automate accounting built on journal entries, and what changes when the system starts from what the business actually did.
Episode Guest
Parker Gilbert
Co-Founder & CEO at Numeric
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What if you rebuilt accounting for AI?

Today, we’re joined by Parker Gilbert, co-founder and CEO of Numeric, an AI accounting platform backed by IVP, Founders Fund, and Menlo Ventures.

Parker kept watching finance teams ask questions their accounting systems couldn’t answer, like how revenue changed by customer, by product, or by sales rep. The journal entry model throws that context away, and AI can’t automate what it can’t see. So Numeric went back to the foundation and built accounting from what the business actually did, with every number on the balance sheet tracing back to the event that created it.

Parker and Kaz Tamai cover why adding AI on top of today’s general ledger hits a wall, where AI belongs in accounting and where it doesn’t, the rise of the finance engineer, and advice for founders building something lasting while AI moves this fast.

Subscribe to Frameless wherever you listen to podcasts for more conversations about the raw ideas, early convictions, and bold decisions behind standout companies.

TimestampS

00:57 What Numeric does

02:38 Where the journal entry model breaks

08:05 Following a contract through Numeric

10:46 The audit moment

12:33 What to leave to AI, and what to leave to people

15:05 The rise of the finance engineer

17:06 Advice for founders today

19:14 Design’s dominoes

NOTEs

Parker Gilbert’s LinkedIn

Numeric and Numeric on X

PODCAST GUESTS
Parker Gilbert
Co-Founder & CEO at Numeric
Great design can have an impressive effect on a startup’s velocity in its early days, when it is most critical to the company’s health.
Kaz Tamai
Founder at Zypsy
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