+18%

est. 2Y upside i

AI & MLSeries B

Surge AI is a data labeling and RLHF (Reinforcement Learning from Human Feedback) platform designed to help organizations build and improve machine learning systems through high-quality human-annotated data.

Rank

#3006

Sector

Artificial Intelligence & Data

Est. Liquidity

~2Y

Data Quality

Data: High

Surge AI presents a moderate upside opportunity for a job seeker.

Last updated: March 10, 2026

Bull (35%)+75%

Surge AI solidifies its market leadership in high-quality RLHF services, leveraging its strong moat and benefiting from continued AI model development by major customers like OpenAI and Google. Revenue grows significantly beyond projections, reaching ~$2.5B by 2028, justifying a $43.75B valuation at a premium multiple.

Base (40%)+25%

Surge AI maintains its strong competitive position, growing steadily within the expanding RLHF and data annotation markets. It navigates competitive pressures and manages risks like the worker misclassification lawsuit. Revenue reaches ~$1.8B by 2028, leading to a $31.25B valuation, reflecting solid execution.

Bear (25%)-40%

Increased competition from incumbents building in-house solutions or aggressive pricing from rivals, coupled with significant liability from the worker misclassification lawsuit and faster-than-expected synthetic data substitution, erodes Surge AI's margins and growth. Revenue stalls, leading to a down round or exit at a $15B valuation, significantly impacting common stock value.

Est. time to liquidity~2.0 years

Preference Stack Risk

low

Funding Intensity

4%

Investors hold $1.0B in liquidation preferences, which is 4.0% of the current $25.0B valuation.

Dilution Risk

moderate

While profitable and recently funded, future capital raises before an IPO could lead to additional dilution.

Secondary Liquidity

active

Accredited investors can buy and sell Surge AI shares on secondary marketplaces like EquityZen and Hiive.

View all 39 open roles at Surge →

Last updated: March 8, 2026

Questions to Ask at the Interview

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

  • 1

    “Given the ongoing class action lawsuit regarding worker misclassification, how is Surge AI proactively addressing these concerns and what long-term strategies are in place to ensure fair labor practices and mitigate future legal risks?”

  • 2

    “With a significant portion of revenue coming from a concentrated customer base, how is Surge AI planning to diversify its client portfolio and reduce reliance on a few key customers over the next 2-3 years?”

  • 3

    “Considering the rapid advancements in AI-driven automated labeling and synthetic data generation, how does Surge AI plan to evolve its human-centric business model to maintain its competitive edge and adapt to these technological shifts?”

Community

Valuation Sentiment

Our model estimates +18% 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.