--- title: Leapfin Blog | Erik Yao, Co-Founder & CTO at Leapfin description: 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 [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/luca-validation-image-v2.png) Accounting Finance Leapfin Technology Company News Customers AI ## The Last Mile of Automation: Luca Now Validates Itself The most dangerous number in finance isn't the one that’s red. It’s the one that looks green, but... Read more ](https://www.leapfin.com/blog/the-last-mile-of-automation-luca-now-validates-itself) [![](https://www.leapfin.com/hubfs/Screenshot%202025-12-03%20at%203.54.56%20PM.png) Accounting Finance Leapfin Technology Company News Customers AI ## Luca Now Documents Itself: Introducing Auto-Generated Audit Documentation I've been talking to Controllers for the past two years about AI and automation. And I keep hearing... Read more ](https://www.leapfin.com/blog/luca-now-documents-itself-introducing-auto-generated-audit-documentation) [![](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/Day_19.png) Accounting Finance Technology AI ## Complete Stripe Order-to-Cash and Revenue Recognition Workflow in 5 Minutes | Vibe Accounting in Public - Day 19 We just did a speed run of a full accounting automation implementation with our AI agent. What used... Read more ](https://www.leapfin.com/blog/complete-stripe-order-to-cash-and-revenue-recognition-workflow-in-5-minutes-vibe-accounting-in-public-day-19) [![](https://www.leapfin.com/hubfs/Day_18.png) Accounting Finance Leapfin Technology AI ## Determining When FX Calculations Should Occur | Vibe Accounting in Public - Day 18 Day 18 of Vibe Accounting: Luca Invents Money Out of Thin Air 💸 and learns you can't manifest... Read more ](https://www.leapfin.com/blog/determining-when-fx-calculations-should-occur-vibe-accounting-in-public-day-18) [![](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/Day_11.png) Accounting Finance Leapfin Technology AI ## An ASC 606 Compliance Review in 60 Seconds | Vibe Accounting in Public - Day 11 How much do you pay for an ASC 606 compliance review? We just got one from our AI agent in 60... Read more ](https://www.leapfin.com/blog/an-asc-606-compliance-review-in-60-seconds-vibe-accounting-in-public-day-11) 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.