Ten finance AI implementations on two pages, ordered so the week-one wins buy you the credibility for the week-four ones. Each entry carries the operating mode, the difficulty, a deploy estimate, the impact rated out of 5, and the risk posture it runs under. Every one keeps a named human on the number; that is the methodology, not a caveat. Also on the card: what the first ten leave out on purpose. Payment release, journal posting, accrual sign-off and master data changes sit on the never-automate list, not on a later roadmap. The gates around them are the product of a finance function, not overhead on it. Pulled from the Kesslernity Finance AI Stack, where all ten ship as tenant-tested agent builds with their fixtures and answer keys. Free: pay $0 at checkout and the PDF lands in your library. Licensed, not sold: free resources ride the same terms as everything else here (Kesslernity License & Terms, KESS-LIC-2026-001, Article 3.1) at kesslernity.com/license, and the version in force on your download date applies. Practitioner guidance, not accounting, audit, tax, legal, or compliance advice. Kesslernity is an independent publisher: this product is independent analysis, not affiliated with, sponsored by, or endorsed by Microsoft. Microsoft 365 and Copilot are trademarks of the Microsoft group of companies.