Domino Data Lab

dominodatalab.com →

-77%

est. 2Y upside i

Series D+

Rank

#3554

Sector

Enterprise Software

Est. Liquidity

~4Y

Data Quality

Data: Low

The equity appears unattractive given the high entry valuation (40x trailing revenue) and modest 26% growth rate, leading to an expected downside of ~77% over 2 years due to multiple compression and preference overhang.

Last updated: July 3, 2026

Bull (10%)+33%

Exit multiple holds at 40x on projected revenue of $31M (aided by Navy contract and AI factory repositioning), yielding $1.24B exit; common equity after preference rises to $1.00B, up 47.8% before 15pp dilution haircut.

Base (55%)-82%

Exit multiple converges to comp median of 15x, exit value $465M; preference takes $238M, leaving $227M for common, a 66.5% loss before 15pp dilution haircut.

Bear (35%)-100%

Exit multiple compresses to 7x, exit value $217M below total funding; preference liquidation wipes out common equity entirely.

Est. time to liquidity~4.0 years

Preference Stack Risk

high

Funding Intensity

26%

Total funding of $238M represents 26% of current valuation, implying significant preference overhang.

Dilution Risk

high

With 26% growth rate and no profitability, additional fundraising within 2 years likely, diluting common shareholders by ~15-25%.

Secondary Liquidity

none

No active secondary market; secondary implied valuation matches last round, indicating illiquidity.

Other — 16 roles

View all 16 open roles at Domino Data Lab →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “How does Domino's platform differentiate from native MLOps offerings from AWS, Azure, and GCP?”

  • 2

    “What is the company's path to profitability given current burn rate and growth trajectory?”

  • 3

    “Given the high valuation and preference stack, what is the realistic timeline to liquidity and expected dilution for employees?”

Community

Valuation Sentiment

Our model estimates -77% 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.