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We just shipped a major update to Luca and I'm not gonna lie - this one feels different. For context: I've spent years watching finance teams wrestle with rev rec, refunds, usage-based billing, all the gnarly edge cases that make accounting automation a nightmare. The usual solution? Hire a consultant, spend weeks building custom workflows, pray nothing breaks when your business model changes next quarter. Luca throws that whole playbook out. You literally just tell it what you need. "Handle rev rec for annual contracts with mid-year upgrades." And it builds the workflow, complete with the audit trail your team needs. What I'm most proud of: we didn't just make automation easier. We made it conversational. I've been calling this "Vibe Accounting" - you describe what you need in plain language and the AI figures out the logic. It actually understands accounting principles - debit/credit relationships, revenue recognition rules, the difference between a refund and a credit memo. It's not pattern matching. It's reasoning. And yeah, it generates documentation automatically because we knew that was going to be the first question from every controller. This is what I meant when I said AI shouldn't follow old workflows - it should write better ones. Luca still handles all your analytics and reporting, but now it can also build and automate your processes by just talking to it.

Today marks a major leap forward for Finance teams. We released AI workflows in Leapfin. Workflows directly address the silent frustration for all CFOs: waiting. At first, Luca, our AI agent, was an experiment, but now we are seeing customers engaging deeply. Our customers are now running 15 queries a day via Luca to investigate anomalies, identify trends, and build new reports. After seeing how Luca changed reporting, the next question came naturally: could Luca also help build automation itself? Starting today, you can! Anyone can build and maintain automation workflows by just asking Luca, our specialized AI agent. No code. No waiting. Full control. This is the next step in putting AI to work for finance. Sharing more of my thoughts in the comments. 👇

One of the gnarliest puzzles in modern finance is revenue recognition for consumption-based AI focused businesses like OpenAI and Anthropic. We decided to throw a particularly complex scenario that these types of businesses face at our AI agent for Day 16 of Vibe Accounting. The challenge is a real world nightmare: customers prepay for credits, but you recognize revenue on usage. Then you add the twist - free promotional credits that can't hit revenue. On top of that, you may have to handle multi-currency conversions, calculating the FX gain or loss between the day of prepayment and the day of usage. Clearly a mess of branching logic. We described an initial version of this process to our agent and provided it with the required data fields from our billing and usage sources. Within minutes, the agent took our instructions and generated the complete multi-path workflow, building the precise conditional logic for every single step. A solid data foundation is what unlocks an AI's true potential. Our agent built this complex logic in minutes because it didn't waste a single cycle trying to interpret or clean up a mess. We ensured its success from the start by feeding it standardized, reliable data from a proper usage-based billing system like Metronome. This is what the future of the finance stack looks like. A flexible AI partner that builds you a custom deterministic engine - and one that perfectly matches the way your business actually operates. If you're a finance leader at a company with a truly complex consumption-based revenue model, bring us your messiest problem. DM me and let's see if we can make your jaw drop, too.

A customer just described the future of accounting better than I ever could. During our vibe accounting session on day 4: the "why" behind this project finally clicked into place. We've been using an AI agent to automate the creation of revenue recognition rules. But automation is useless without proof. The next logical step was to create a deferred revenue waterfall report for one of our customers. Instead of building it manually, we directed our specialized reporting agent, Luca, to construct the report based on the rev rec agent's work. It generated a perfect waterfall on the first prompt, handling complex formatting with simple follow-up requests. The customer watching this process unfold was stunned. They said: "man. That's so crazy. is that the future? I mean just coding through like communication just through like written language." I can't say it any better myself. This is where we're headed. A future where deep financial and technical work is no longer done by writing lines of code, but by having a clear, structured conversation with a team of AI agents that you oversee.

We just did a speed run of a full accounting automation implementation with our AI agent. What used to take a team of consultants months, we just did in under 5 minutes. No, seriously. I recorded it. For day 19 of vibe accounting, I took a giant prompt with all the rules for a complete Stripe order-to-cash and revenue recognition workflow - written in plain accounting English - and fed it to our AI agent, Luca. In this unedited 5-minute video, you can watch it build the entire automation from scratch, and then see me test it at the end to prove it works. This is a sneak peek of what we're officially launching next week. For any company on Stripe, the Apple/Google Play stores, or our other native integrations, we can now get you to auditable compliance, out-of-the-box, in the time it takes to make a cup of coffee. The era of the 6-month implementation project is over. The future is instant. More next week.

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