Building the world’s first self-learning agentic operating system for accounting

London, England
Joined February 2020
Very proud dad moment ❤️📚 My daughter Ruqaya started writing her first book at 14. Today, at 17, she is a published author! Letters from a Star is now live on Amazon 🎉 A repost to support a young author would mean so much ❤️ amzn.eu/d/09Rdp5uJ #YoungAuthor #YABooks
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The accounting profession has a double bind that nobody talks about. Today, @ArtifactOffcial is launching Omni, your firm's new agentic orchestration layer, in response. The prevailing narrative is that "AI handles routine tasks, accountants go from doers to reviewers". But this breaks how accountants actually develop judgment. You learn to reconcile correctly by reconciling incorrectly and being corrected. Remove the doing and the learning mechanism breaks. If junior accountants are just reviewing AI outputs, they won't develop professional expertise. But the traditional path was already failing. 300,000 accountants have left. The doer work is gruelling. The apprenticeship demands years of tedious production before the payoff arrives. One path breaks the traditional learning path. The other breaks the people. Neither is sustainable. This is the double bind. It's what Omni undoes by presenting a way of working that is different enough to sustain the learning, but compelling enough to retain the people. Omni connects across 1000+ platforms and lets accountants describe multi-step, cross-platform workflows in natural language. Build a workflow for one construction client on Sage, templatize it, deploy it across every construction client with client-specific logic applied automatically. The people closest to the work become the ones building the systems. Omni sits on top of Arti, our intelligence layer, already live across Top 250 firms in the US and Top 50 firms in the UK. 99% reconciliation accuracy. 92% reduction in processing time. 13x throughput improvement. 12,000+ hours of capacity unlocked and counting. But the numbers aren't the point. The architecture is. Arti learns continuously from every interaction. When a senior corrects a categorization, the correction and its reasoning become institutional knowledge. When anyone overrides an automated match, the override and the why get encoded into the firm's knowledge base. Together, they capture what we call "wet code," the unwritten business rules, client-specific logic, and contextual knowledge that live in senior accountants' heads and nowhere else. With 75% of CPAs eligible to retire within the decade, that knowledge is walking out the door. The goal is not to turn accountants into reviewers. It's to make them a different kind of doer. Join the Omni waitlist and read our manifesto at the link in the comments.
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The accounting profession has a double bind. One path turns accountants into AI reviewers and breaks how they develop judgment. The other keeps them grinding through tedious production work and breaks the people. Neither is sustainable. Today we're launching Omni, our orchestration layer for modern accounting firms. It connects across 1000+ platforms and lets accountants describe multi-step workflows in natural language. The people closest to the work become the ones building the systems. Omni sits on top of Arti, our intelligence layer, already live across Top 250 US and Top 50 UK firms. Together, they capture what we call "wet code," the unwritten rules and client-specific logic that live in senior accountants' heads. With 75% of CPAs eligible to retire within the decade, that knowledge is walking out the door. The goal is not to turn accountants into reviewers. It's to make them a different kind of doer. Join the waitlist and read the full thesis from our CEO Ariel Harmoko. Link in the comments.
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Carter retweeted
Elon Musk
@elonmusk31 Dec 2025
Neuralink will start high-volume production of brain-computer interface devices and move to a streamlined, almost entirely automated surgical procedure in 2026. Device threads will go through the dura, without the need to remove it. This is a big deal.
NEURALINK 2025: - Received FDA Breakthrough Device Designation for its speech restoration technology targeting severe speech impairments. - Launched its first clinical trial in the Middle East (UAE-PRIME) at Cleveland Clinic Abu Dhabi in partnership with the Department of Health Abu Dhabi. - Raised $650 million in Series E funding, led by investors including ARK Invest, Sequoia Capital, and Founders Fund, valuing the company at approximately $9 billion. - Launched clinical trials in the United Kingdom in partnership with University College London Hospitals and Newcastle Hospitals. - Performed its first procedures outside the United States, implanting devices in two patients with cervical spinal cord injuries at Toronto's University Health Network in Canada. - Completed two surgeries in Canada, marking the first non-US procedures. - The first UK participant, Paul, received an implant and controlled a computer with thoughts hours after surgery at University College London Hospitals. - Convoy project testing with participants controlling robotic arms with their BCIs. - Introduced an upgraded next-generation surgical robot with improved electrode thread insertion time of 1.5 seconds per thread, greater insertion depths over 50mm, enhances compatibility with 99% of anatomical variations globally, and lowers manufacturing costs for needle cartridges by 95%. - Announced goals for faster LASIK-like implant procedures in minutes and emphasized flexible electrode threads for safer neuron placement. - As of now it is estimated that Neuralink as 20 participants. Know are Noland Arbaugh (@ModdedQuad), Alex Conley (@Bcidesign), Bradford Smith (@ALScyborg), Michael Melgarejo, RJ Tanner, Rob Greiner (@greiner_ro52817), Jake Schneider (@PairedWith_P7), Nick Wray (@Telepath_8), Audrey Crews (@NeuraNova9), Paul, and Jon L. Noble (@CheckCanopy).
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Carter retweeted
developers, agree?
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Visited @reductoai @raunakdoesdev today. And @CarterSpringall showing the hardest accounting document edge cases known to man kind. Very impressed with @reductoai models and their focus on to solve doc intelligence. Big things coming!
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Christmas came early for @ArtifactOffcial LFGGGG @CarterSpringall @saksy28
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We’re proud to announce our partnership with 4impactdata. Read more here: lnkd.in/emikS7Zz -- By teaming up with 4impactdata, we're delivering an integrated experience: AI-driven Financials automation, embedded controls, and client-ready insights -without changing your GL. Artifact automates the messy middle. 4impactdata turns that clean data into insight. Together, we bridge automation and advisory - helping firms move from reporting yesterday to steering tomorrow. Now, firms can unify ingestion, reconciliation, ledger actions, and dashboards in one streamlined flow.
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The future of accounting isn’t automated. It’s intelligent. Omni — the AI Lab for Accounting Firms. Building tomorrow’s workflows, today. artifactomni.com/
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We had an amazing time celebrating and showing off our product to all of you! Thank you for coming 💙
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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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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Join Artifact on the 5th September - Exclusive benefit - register using your company name followed by the code “AAP10”, you’ll skip the waiting list & secure guaranteed access ow.ly/viqU50WNC8S #artifact-ai #Accounting #Bookkeeping #AI #Automation #appadvisoryplus #aap
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Announcing our $4M Seed Round led by @speedrun!! The future of Accounting isn't coming . It's here.
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