--- title: Leapfin Blog | CFO description: CFO | The Leapfin Finance Data Platform to helps finance teams reduce time to close, uncover pockets of profitability, and more. image: https://www.leapfin.com/hubfs/preview-card-22FEB2024.png --- Joining Airwallex: Leapfin's Exciting Next Chapter [ Read the Announcement ](https://www.leapfin.com/blog/leapfins-next-chapter-joining-airwallex) # Leapfin Blog [Clear](https://www.leapfin.com/blog) [Finance](https://www.leapfin.com/blog/tag/finance) [Accounting](https://www.leapfin.com/blog/tag/accounting) [Technology](https://www.leapfin.com/blog/tag/technology) [CFO](https://www.leapfin.com/blog/tag/cfo) [Leapfin](https://www.leapfin.com/blog/tag/leapfin) [AI](https://www.leapfin.com/blog/tag/ai) [Customers](https://www.leapfin.com/blog/tag/customers) [Company News](https://www.leapfin.com/blog/tag/company-news) [Events](https://www.leapfin.com/blog/tag/events) [Culture](https://www.leapfin.com/blog/tag/culture) [![](https://www.leapfin.com/hubfs/erik-post.png) Accounting CFO Finance Leapfin Technology Company News AI ## Building Luca: An AI Agent for Finance and Accounting Workflows That Auditors Actually Trust How we architected an AI system for finance and accounting that eliminates hallucinations,... Read more ](https://www.leapfin.com/blog/building-luca-an-ai-agent-for-finance-and-accounting-workflows-that-auditors-actually-trust) [![](https://www.leapfin.com/hubfs/ray-post.png) Accounting CFO Finance Leapfin Technology Company News AI ## Speed. Confidence. Control. AI Workflows Are Finance’s Next Big Leap. Why finance feels stuck in an impossible cycle Key points: Read more ](https://www.leapfin.com/blog/speed-confidence-control-ai-workflows-are-finances-next-big-leap) [![](https://www.leapfin.com/hubfs/blog-post_metronome-announcement_11SEP25.png) Accounting CFO Finance Leapfin Technology ## Leapfin and Metronome Partner to Close the Gap Between Billing and Accounting The way businesses price, bill, and account for revenue is changing fast. AI is accelerating new... Read more ](https://www.leapfin.com/blog/leapfin-and-metronome-announce-partnership-to-close-the-gap-between-billing-and-accounting) [![](https://www.leapfin.com/hubfs/Day_17.png) Accounting CFO Finance Leapfin Technology AI ## Instantly Customizing a Revenue Report For a 4-4-5 Retail Calendar | Vibe Accounting in Public - Day 17 Your accounting software should adapt to you, not the other way around. Read more ](https://www.leapfin.com/blog/instantly-customizing-a-revenue-report-for-a-4-4-5-retail-calendar-vibe-accounting-in-public-day-17) [![](https://www.leapfin.com/hubfs/Day_16.png) Accounting CFO Finance Leapfin Technology AI ## Can Our AI Agent Handle Complex Revenue Recognition for Consumption-Based AI-Focused Businesses? | Vibe Accounting in Public - Day 16 One of the gnarliest puzzles in modern finance is revenue recognition for consumption-based... Read more ](https://www.leapfin.com/blog/can-our-ai-agent-handle-complex-revenue-recognition-for-consumption-based-ai-focused-businesses-vibe-accounting-in-public-day-16) [![](https://www.leapfin.com/hubfs/Day_15.png) Accounting CFO Finance Leapfin Technology AI ## The Difference Between a Cool AI Demo and a System You Can Bet Your Audit On | Vibe Accounting in Public - Day 15 We're teaching our AI agent the most important lesson from every CFO and auditor: you have to show... Read more ](https://www.leapfin.com/blog/the-difference-between-a-cool-ai-demo-and-a-system-you-can-bet-your-audit-on-vibe-accounting-in-public-day-15) [![](https://www.leapfin.com/hubfs/Day_14.png) Accounting CFO Finance Leapfin Technology AI ## When AI Finds a Stripe Data Problem We Didn't Even Ask It To Look For | Vibe Accounting in Public - Day 14 Let's talk about a real accounting nightmare for Day 14 of Vibe Accounting. Read more ](https://www.leapfin.com/blog/when-ai-finds-a-stripe-data-problem-we-didnt-even-ask-it-to-look-for-vibe-accounting-in-public-day-14) [![](https://www.leapfin.com/hubfs/Day_13.png) Accounting CFO Finance Leapfin Technology AI ## From Reading a Chart of Accounts to Deciphering Financial Philosophy | Vibe Accounting in Public - Day 13 Our AI is learning to read minds. Or the next best thing: a company's Chart of Accounts. On Day 13... Read more ](https://www.leapfin.com/blog/from-reading-a-chart-of-accounts-to-deciphering-financial-philosophy-vibe-accounting-in-public-day-13) [![](https://www.leapfin.com/hubfs/Day_12.png) Accounting CFO Finance Leapfin Technology AI ## ROI Analysis: AI vs Manual Revenue Recognition | Vibe Accounting in Public - Day 12 We've had a lot of jaw drop moments building our AI agent. For Day 12 of Vibe Accounting, I wanted... Read more ](https://www.leapfin.com/blog/roi-analysis-ai-vs-manual-revenue-recognition-vibe-accounting-in-public-day-12) [![](https://www.leapfin.com/hubfs/blog-post-image_rules-engine-rev-rev_27AUG25.png) Accounting CFO Finance Technology AI ## Why Rule Engines Are Essential for Revenue Recognition Automation (and How AI Eliminates Their Traditional Downsides) Everyone's asking the wrong question about automating revenue recognition. They want to know:... Read more ](https://www.leapfin.com/blog/why-rule-engines-are-essential-for-revenue-recognition-automation-and-how-ai-eliminates-their-traditional-downsides) [![](https://www.leapfin.com/hubfs/blog-post-image_transform-highlights_24APR25.png) Events Accounting CFO Finance Leapfin Technology Customers ## What We Learned at Transform 2025: Top Takeaways for Accounting and Finance Leaders Last week’s Transform conference gathered hundreds of accounting and finance leaders for one... Read more ](https://www.leapfin.com/blog/transform-2025-top-takeaways-for-accounting-and-finance-leaders) [![](https://www.leapfin.com/hubfs/blog-post-image_recap-budgeting-for-better-accounting-2025_17DEC24-1.png) Accounting CFO Finance Technology ## Help Scout’s Automation Journey Shows Finance Budget Owners Another Path As CFO at Help Scout, Shawna Fisher has approached budgeting differently. Like many finance and... Read more ](https://www.leapfin.com/blog/finance-budgeting-advice-from-help-scout-cfo-shawna-fisher) Leapfin is the trusted AI infrastructure that powers your entire record-to-report process at scale. Leapfin helps companies accurately account for and report on revenue by standardizing large volumes of siloed, inconsistent operational data into usable, GAAP-ready financials and automating manual accounting tasks.  ![SOC Compliance Badge](https://www.leapfin.com/hubfs/logos%20-%20external/badge_SOC.svg) [![icon_LI](https://www.leapfin.com/hubfs/logos%20-%20external/icon_LI.svg) ](https://www.linkedin.com/company/leapfin/)[![icon_FB](https://www.leapfin.com/hubfs/logos%20-%20external/icon_FB.svg) ](https://www.facebook.com/leaptechnologiesinc)[![icon_TW](https://www.leapfin.com/hubfs/logos%20-%20external/icon_TW.svg) ](https://twitter.com/leapfin)[![icon_YT](https://www.leapfin.com/hubfs/icon_YT.svg) ](https://www.youtube.com/@Leapfin) Copyright © 2026 Leap Technologies. All Rights Reserved.