From startup to unicorn: fifteen years of accounting across three ventures

For over 15 years, AG Accounting has served as the trusted financial partner for serial entrepreneur Oliver Cameron across three high-growth ventures: Everyme, Voyage, and now Odyssey. As Odyssey, a pioneering AI lab, scales to a $1.45 billion valuation, our firm provides essential full-stack accounting and fractional CFO services tailored to the unique complexities of AI infrastructure. From navigating SAFE note financing and R&D capitalization to managing international intercompany advances and complex compute spend, we ensure financial precision at every stage. Our deep institutional memory eliminates the friction of accounting transitions, allowing founders to focus on innovation while we provide the necessary financial infrastructure. Partnering with AG Accounting offers the continuity that compounds, keeping your AI startup audit-ready and operationally efficient from seed to Series B and beyond.

What does it mean to be the accounting partner of a visionary founder? For AG Accounting, the answer has been written across three companies, two acquisitions, one historic product launch, and now a unicorn valuation.

Since 2011, AG Accounting has been the financial partner of Oliver Cameron: serial entrepreneur, AI pioneer, and Co-Founder and CEO of Odyssey. From his first Y Combinator-backed startup to a self-driving car company acquired by Cruise, and now to an AI lab that just closed a $310 million Series B, our firm has been there at every inflection point. Fifteen-plus years, three companies, one trusted partner.

The founder: a serial builder

Oliver Cameron is not the kind of founder who builds one company and stops. He builds companies that define categories, then moves on to the next frontier. Each startup has been more complex, more capital-intensive, and more consequential than the last, and AG Accounting has been his financial partner across all three chapters, building our support around the unique demands each stage creates.

Three companies, one trusted partner

Everyme (2011). An intelligent address-book app backed by Y Combinator. AG Accounting served as Everyme’s accounting partner from the earliest days.

Voyage (2017). A state-of-the-art autonomous-vehicle company, and one of the most technically demanding accounting environments possible: hardware inventory, R&D capitalization, fleet operations, SAFE notes, and multi-party commercial agreements. AG Accounting managed the books through hyper-growth and due diligence, then supported the acquisition close when Cruise (backed by General Motors, Honda, and SoftBank) acquired Voyage in March 2021: financial-statement preparation, the diligence package, and the post-close transition.

Odyssey (2023). An AI lab pioneering general world models, funded via SAFE notes and preferred equity, with a UK subsidiary (Odyssey Computing Limited), R&D at scale, and a team drawn from DeepMind, Tesla, Waymo, and Meta. AG Accounting is the accounting partner, again. In June 2026 the company closed a $310 million Series B at a $1.45 billion valuation, led by Natural Capital with participation from Amazon, AMD Ventures, GV, EQT, and In-Q-Tel.

Full-stack accounting for an AI startup

Odyssey is not a typical accounting client. It operates at the frontier of AI infrastructure, which means its books reflect a complexity most firms rarely encounter:

• A pre-revenue R&D phase with significant operational burn and headcount growth
• SAFE note and preferred-equity financing structures that require precise cap-table accounting
• Intercompany advances to Odyssey Computing Limited, the UK entity
• Multi-vendor compute spend across AWS and custom GPU infrastructure
• Payroll complexity via Rippling across a distributed, world-class research team
• R&D capitalization analysis, executive-compensation classification, and meals-policy guidance

AG Accounting manages Odyssey’s full accounting stack: month-end close, vendor classification, exception reporting, and controller-level oversight, using a modern toolset built for speed and accuracy (QuickBooks Online, Rippling, Notion, Asana, and Slack) integrated through AI-assisted workflows that surface issues before they become problems.

Why continuity compounds

Most accounting firms see a company for the first time at onboarding. We have known Oliver Cameron since his first startup, and that institutional memory is not just a relationship advantage, it is a financial one. When Voyage was being acquired by Cruise, our familiarity with the books meant diligence moved faster and surprises were minimal. When Odyssey structured its first SAFE notes, we understood the founder’s patterns and preferences from day one. When the Series B closed in June 2026, we were not catching up; we were already there.

For high-growth founders, the cost of accounting discontinuity is real: time lost onboarding new firms, context lost in transitions, and risk accumulated when no one is watching. Fifteen years with one trusted partner eliminates all of that.

A partner who knows the journey

At the center of this partnership is Jessica Haroutonian, AG Accounting’s relationship manager for Oliver Cameron across all three companies. From Everyme’s earliest seed-stage books to Odyssey’s Series B close, Jessica has been the constant: the person who knows the history, understands the complexity, and shows up when it matters most. Her role goes beyond bookkeeping. She has served as a sounding board on financial structure, a first line of defense on accounting issues, and the institutional link between each chapter of Oliver’s story.

Built for what comes next

Odyssey is entering a new phase. The $310 million Series B will fund aggressive compute investment, research expansion, and the first commercial deployments of its world-model technology. The accounting environment will evolve just as quickly: new revenue-recognition considerations as commercial contracts emerge, increased international complexity as the team and infrastructure scale globally, and the heightened audit and investor-reporting standards that come with institutional capital at this level.

AG Accounting is preparing alongside Odyssey, onboarding a dedicated controller, deepening the systems integration, and building the financial infrastructure a $1.45 billion AI lab needs to operate with confidence. When the fractional CFO questions get bigger, we are already in the room.