-81%

est. 2Y upside i

AI & MLDevOps & InfraSeries B

V7 turns human knowledge into trustworthy AI, powering products that solve our hardest problems. Our platform lets customers build no-code AI workflows that solve knowledge work with V7 Go, and leverage expert humans to improve frontier AI model knowledge with V7 Darwin.

Rank

#4151

Sector

Artificial Intelligence, Machine Learning, Developer Tools, Computer Vision, Data Labeling

Est. Liquidity

~4Y

Data Quality

Data: High

V7 operates in attractive, high-growth AI markets with a differentiated product suite, including the promising V7 Go AI agent platform.

Last updated: March 10, 2026

Bull (10%)+200%

V7 Go's AI agent platform achieves significant market traction in specialized enterprise workflows (finance, legal, healthcare), leveraging its differentiation and Google Cloud Marketplace presence. Revenue accelerates to $20M in 2 years, justifying a 15x P/S multiple for a $300M valuation.

Base (35%)+20%

V7 continues to grow its core data labeling business and V7 Go gains moderate adoption. Revenue reaches $10M in 2 years, but market multiples for AI companies normalize, and competitive pressures limit pricing power, leading to a 12x P/S multiple for a $120M valuation.

Bear (55%)-80%

Incumbents like Scale AI, Google, Amazon, and Microsoft intensify competition, or V7 Go struggles to differentiate against established workflow automation players like UiPath. Revenue growth stalls at $4M in 2 years, and the valuation multiple collapses to 5x P/S due to competitive pressure and high burn, resulting in a $20M valuation.

Est. time to liquidity~4.0 years

Preference Stack Risk

severe

Funding Intensity

69%

Investors hold $73M in liquidation preferences ahead of common stock, meaning an exit below this amount would yield nothing for common shareholders, and an exit at or slightly above the current $100M valuation would significantly dilute common returns.

Dilution Risk

high

As a Series B company, V7 will likely require at least one or two more significant funding rounds before an IPO or acquisition, leading to further dilution of existing equity holders.

Secondary Liquidity

limited

V7 shares are available on secondary marketplaces like EquityZen and Hiive for accredited investors, indicating some, but not active, liquidity.

Other — 2 roles

View all 2 open roles at V7 →

Last updated: February 17, 2026

Questions to Ask at the Interview

Strategic questions based on V7's data — designed to show you've done your homework.

  • 1

    “Given the significant presence of large incumbents like Google and Scale AI in the data labeling and MLOps space, how does V7 plan to maintain and expand its competitive moat, particularly with the V7 Go AI agent platform?”

  • 2

    “V7's current revenue is estimated at $2M, with a $100M valuation. What are the key milestones and growth drivers the company is targeting to justify and grow beyond this valuation over the next 2-3 years, especially considering the high P/S multiple compared to public comps like Appen?”

  • 3

    “With $73M in total funding and a recent Series B, what is the company's anticipated timeline and strategy for a liquidity event, and how does the substantial liquidation preference stack impact common stock holders in various exit scenarios?”

Community

Valuation Sentiment

Our model estimates -81% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.