One signal

Ramp says its Stack AI agents can prepare reconciliations, code transactions, build schedules and accruals, and investigate variances for finance teams.

The practical detail: outputs go to an accountant for review, and nothing syncs to the accounting system until approved. Ramp also says teams should allow a month or two for agents to learn their processes. That makes this a useful glimpse of how AI accounting tools are being positioned: not as a replacement for sign-off, but as a way to bring more of the close process to the review stage already prepared.

Discuss: How much accounting work would you let an AI prepare before a person has to check it?

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