-73%

est. 2Y upside i

AI & MLVertical SaaSSeries B

HappyRobot is the AI-native operating system (OS) for supply chain enterprises — evolving manual work into autonomous operations that deliver resilience, speed, and growth. Acting as a central brain, the OS maps your organization, anticipates risks before they materialize, and mobilizes an AI workforce to act in real time. As an AI partner, HappyRobot works side by side with supply chain enterprises, leveraging our expertise to ensure AI initiatives succeed and the transformation to autonomous o

Rank

#3525

Sector

Artificial Intelligence, Logistics, Business Automation

Est. Liquidity

~5Y

Data Quality

Data: Medium

HappyRobot's low 10% revenue growth and 25x revenue multiple imply significant downside over 2 years (-73% expected return).

Last updated: July 19, 2026

Bull (20%)-17%

Exit multiple sustains at 18x forward revenue due to AI tailwinds and potential IPO window, yielding exit value of $414M and -17.2% return.

Base (45%)-77%

Exit multiple converges to 5x forward revenue, in line with comp range, yielding exit value of $115M and -77% return.

Bear (35%)-100%

Exit multiple compresses to 2x, exit value of $46M is below $62M total funding, so common stock recovers -100%.

Est. time to liquidity~5.0 years

Preference Stack Risk

moderate

Funding Intensity

1240%

Total preferred stock of $62M represents 12.4% of current $500M valuation, providing moderate downside protection for common stock.

Dilution Risk

low

Given $44M raised in Sep 2025 and estimated 2.5+ years of runway, no near-term dilutive raise is expected.

Secondary Liquidity

none

No secondary market activity or implied valuation exists; liquidity is tied to a future exit event.

Questions to Ask at the Interview

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

  • 1

    How does HappyRobot plan to accelerate revenue growth beyond the current 10% YoY?

  • 2

    What is the unit economics and timeline to profitability given the high multiple?

  • 3

    What is the expected liquidity timeline and how does the equity package compare to public company offers?

Community

Valuation Sentiment

Our model estimates -73% 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.