+8%

est. 2Y upside i

AI & MLRoboticsSeries B

At Generalist, we are on a mission to make general-purpose robots a reality. We believe the industries and homes of the future will depend on humans and machines working together in new ways. Robots can help us build more and get more done.

Rank

#1868

Sector

Artificial Intelligence, Robotics

Est. Liquidity

~5Y

Data Quality

Data: Low

Generalist AI is a high-risk, high-reward opportunity.

Last updated: July 21, 2026

Bull (25%)+100%

Product-market fit in industrial robotics; revenue reaches $150M by 2028; exit multiple expands to 30x driven by IPO anticipation.

Base (50%)0%

Revenue reaches $50M; multiple compresses to 20x; valuation flat at $2B.

Bear (25%)-70%

Execution delays and funding tightening; revenue below $10M; multiple contracts to 10x; implied valuation drops to $100M; common stock wiped out by preference stack.

Est. time to liquidity~5.0 years

Preference Stack Risk

high

Funding Intensity

25%

Total funding of $500M represents 25% of current valuation, meaning common stock is junior to substantial preferred.

Dilution Risk

low

With $500M total funding and moderate burn, no near-term dilution expected.

Secondary Liquidity

none

No secondary market or tender offers mentioned; liquidity events uncertain.

Questions to Ask at the Interview

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

  • 1

    “How does Generalist AI's data advantage from 'grippers' create a moat against bigger AI labs?”

  • 2

    “What is the path to revenue and how do you price your AI models?”

  • 3

    “What is the expected time to liquidity and do you offer secondary sale programs?”

Community

Valuation Sentiment

Our model estimates +8% 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.