My heart is so full. 💙 At our (@ArtifactOffcial) launch event on Friday, we had the honor of welcoming leading accounting firms, customers, founder friends, and our investors into the room. I opened with a keynote, sharing my personal journey as an outsider and immigrant — from my years as a professional racing driver, to becoming the youngest ML researcher at Cambridge, to now taking a fresh outsider’s perspective on accounting and building a brand-new system of intelligence for the profession. @Cart3r_s then took the stage with a live product demo. As I scanned the room, I saw directors of accounting firms and our customers react to the features we’ve been quietly building. I caught mouths whispering “holy sht”*, “this is insane.” , “Holy Fu*k” One prospect told us: “I’ve tried all these other tools, but you guys are way ahead of the game — and you’ve done it in such a short span of time.” We proved live that our Agents deliver immediate value — no years-long implementation, no waiting. Just impact, instantly. I also hosted a fireside chat on Accounting AI (2025 → 2030) where we explored: •How accountants are currently weaving AI into their workflows. •The trade-off between offshoring vs. hiring. •The role of AI-powered roll-ups in today’s M&A climate. Thank you to everyone that made it to our event. Especially those who flew in from the USA and across Europe to celebrate with us. Our team is excited more than ever. We’ve been waiting for this moment and now we are ready to help you adopt intelligence with precision. My email and DM are always open. Reach out to us. London, I will never forget you 🇬🇧! But next up it’s NYC 🗽🇺🇸

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