+67%

est. 2Y upside i

EdTechAI & MLSeries A

Deliver effective learning at scale

Rank

#746

Sector

Educational Software, AI Training Platforms

Est. Liquidity

~5Y

Data Quality

Data: Low

Proceed with caution.

Last updated: July 19, 2026

Bull (20%)+188%

Exit multiple expands to 10x on AI-driven category leadership; projected $15.4M revenue yields $154M exit. Net of 20% dilution, upside 188%.

Base (55%)+65%

Multiple converges to 6x, exit value $92.5M. After 20% dilution, upside 65%.

Bear (25%)-28%

Multiple compresses to 3x, exit value $46.3M ($30.3M after preference). After 20% dilution, downside -27.5%.

Est. time to liquidity~5.0 years

Preference Stack Risk

severe

Funding Intensity

17200%

Total funding of $16M represents 32% of estimated $50M valuation, creating a severe preference overhang.

Dilution Risk

high

Likely need to raise additional capital within 24 months given $16M total funding and $9.3M ARR, expecting 15-25% dilution.

Secondary Liquidity

none

No secondary market activity reported; shares are illiquid.

Questions to Ask at the Interview

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

  • 1

    “What is the current ARR and growth rate?”

  • 2

    “How do you plan to reach profitability or the next funding round?”

  • 3

    “What is the 409A valuation and has there been any secondary trading?”

Community

Valuation Sentiment

Our model estimates +67% 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.