Mavi Exits Stealth With $4M Seed to Staff AI-Fluent Accountants

Mavi, an AI-powered talent marketplace for finance and accounting professionals, has raised a $4 million seed round led by Harlem Capital — a round it closed last year but only disclosed on Monday, when the startup announced it had emerged from stealth.

Founded in 2023 by Molly Liu and Aman Puri, the company connects U.S. businesses with AI-proficient global financial and accounting talent, handling onboarding within days. Liu, who serves as co-CEO and previously worked at Ramp, Lyft and Dropbox, laid out the problem to TechCrunch: the U.S. accounting profession is shrinking, and the accountants who remain often lack the AI skills enterprises now need.

At the same time, she said, many U.S. companies resist hiring global talent — either because cross-border hiring is complex to manage or because they doubt the quality of the workers.

"There's been a new wave of tremendous talent, a really high bar that is equal or even better than the U.S.," Liu said of the global workforce.

Mavi positions itself as the bridge. Beyond matching, the company takes on what Liu called the unglamorous work of global hiring: cross-border contracts, legal and compliance, and payroll. The focus is on full-time, long-term placements that augment in-house finance teams, concentrated on mid-level and senior roles.

Why mid-level, specifically

Liu's time at Ramp, Lyft and Dropbox convinced her that automation tools alone cannot fix accounting's structural problems. Her argument runs counter to the standard AI-displacement narrative: automation doesn't just cut jobs, it hollows out the talent pipeline.

"AI will automate away many entry-level roles in finance and accounting, which will further exacerbate the talent shortage at the mid-level experience level, given there will be less entry-level talent growing into the mid-level over time," Liu said.

No matter how many AI tools ship to automate grunt work, companies still need experienced humans to make judgment calls on critical work. Liu said she has observed that the more AI tools a company adopts, the more pressure lands on senior staff.

"They are increasingly expected to add more of their reasoning skills," she said. "Finance teams are now being pushed to do more with less."

Redefining the accountant

Mavi is also betting that the definition of an accountant is shifting. In Liu's framing, an AI-proficient accountant has strong finance and accounting fundamentals but can also direct AI tools to do work and apply judgment to catch what AI gets wrong. That person can integrate LLMs into finance and accounting workflows and knows the latest AI-native ERPs and tools.

"A traditional accountant has the accounting fundamentals but only has a basic understanding of how to incorporate AI into finance and workflows or how to review [and] manage AI tools within finance," she said.

Traction and the road ahead

The company now counts more than 3,000 accounting professionals on its platform. Enterprise clients include the personal care company Athena Club.

Liu framed Mavi's ambitions in terms of a broader redefinition of the finance function rather than simple staffing.

"We have a very strong point of view as to what the future of the finance team looks like," she said. "The work for us is focusing on that high-skill talent and that new layer of judgment that is paramount to all finance teams and all business functions as a whole, to be able to operate at the next level and beyond."

If Liu's thesis holds — that AI widens rather than closes the gap in experienced accounting talent — Mavi's global marketplace model could become a template for other white-collar professions facing the same squeeze.