Contextual AI

contextual.ai →

-35%

est. 2Y upside i

Series A

Contextual AI is the leader in retrieval-augmented generation (RAG). Founded by the pioneers of RAG, Contextual AI’s mission is to change the way the world works through AI.

Rank

#3032

Sector

Enterprise Software

Est. Liquidity

~2Y

Data Quality

Data: Low

Given the critical loss of key technical talent to Google DeepMind in May 2026, Contextual AI faces severe execution risk.

Last updated: July 3, 2026

Bull (20%)+5%

Multiple holds at 10x forward revenue ($95M ARR => ~$950M exit) due to a surprise acquisition, yielding 24.5% pre-dilution, reduced to 4.5% after 20% dilution.

Base (40%)-20%

Multiple converges to 8x ($760M exit), near entry valuation; 20% dilution reduces value by -20%.

Bear (40%)-70%

Multiple compresses to 4x ($380M exit) as growth falters and talent exodus cripples execution; after 20% dilution, common stock loses over two-thirds.

Est. time to liquidity~2.0 years

Preference Stack Risk

moderate

Funding Intensity

1310%

$100M in liquidation preference represents 13.1% of entry valuation.

Dilution Risk

high

Given high burn and capital intensity, a down round or significant dilution is probable within 2 years.

Secondary Liquidity

limited

Secondary market exists but may be illiquid post-team departure.

Other — 13 roles

View all 13 open roles at Contextual AI →

Last updated: February 22, 2026

Questions to Ask at the Interview

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

  • 1

    “How would you rebuild the engineering team and regain customer trust after the talent exodus?”

  • 2

    “How does the Google DeepMind licensing deal affect your go-to-market strategy and revenue recognition?”

  • 3

    “Given the current uncertainty, what equity valuation expectations do you have for new hires?”

Community

Valuation Sentiment

Our model estimates -35% 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.