-93%

est. 2Y upside i

AI & MLSeries A

Connect, Unify, Respond to any data, anywhere with human-level…

Rank

#4335

Sector

AI/ML Infrastructure

Est. Liquidity

~5Y

Data Quality

Data: Medium

Treat equity as near-zero. $54.4M preferences on $160M at 30x ARR, with no funding in 2.5 years.

Last updated: March 21, 2026

Bull (10%)+100%

Acqui-hire by data infrastructure company for ML talent and OSS community.

Base (50%)-40%

Slow growth, cannot raise at acceptable terms, flat/down exit.

Bear (40%)-90%

Incumbents absorb use case; OSS monetization fails; winds down.

Est. time to liquidity~5.0 years

Preference Stack Risk

high

Funding Intensity

34%

$54.4M against $160M (34%).

Dilution Risk

high

Down round likely if raising again.

Secondary Liquidity

none

No meaningful secondary market.

Questions to Ask at the Interview

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

  • 1

    “Current burn rate and runway?”

  • 2

    “Why no funding since 2023?”

  • 3

    “Monetization conversion rate from OSS?”

Community

Valuation Sentiment

Our model estimates -93% 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.