Adept AI

-39%

est. 2Y upside i

AI & MLSeries B

Adept AI is a research and product AI lab that automates software processes for developers. It's similar to robotic process automation (RPA), or software robots that use a combination of automation, computer vision, and machine learning to automate repetitive tasks like filing forms and responding to emails. Adept is creating general intelligence by allowing humans and computers to collaborate creatively.

Rank

#4152

Sector

Artificial Intelligence, Enterprise Software, Workflow Automation

Est. Liquidity

~3Y

Data Quality

Data: Medium

Adept AI presents a risky equity opportunity for a job seeker.

Last updated: March 10, 2026

Bull (10%)+100%

Despite initial setbacks and the Amazon integration challenges, Adept's core AI agent technology finds a strong product-market fit within Amazon's ecosystem or as a standalone offering. This leads to Amazon fully acquiring the remaining equity at a $2.0B valuation, allowing common shareholders to see some return after $415M in liquidation preferences are paid.

Base (25%)0%

Adept stabilizes its operations as an Amazon subsidiary, continuing to develop its core agent technology, but struggles to significantly expand market share against well-funded competitors like OpenAI and Anthropic. The company maintains its $1.0B valuation, but with $415M in liquidation preferences, common stock holders see no return on their equity.

Bear (65%)-75%

Intense competition from incumbents like Amazon (now its parent company), OpenAI, and Anthropic, coupled with internal reorganization challenges, the departure of key talent, and ongoing FTC scrutiny, leads to stalled growth and a significant write-down of Adept's value to $250M. With $415M in liquidation preferences, common stock is effectively worthless.

Est. time to liquidity~3.0 years

Preference Stack Risk

severe

Funding Intensity

42%

With $415M in total funding, investors hold $415M in liquidation preferences. At the current $1.0B valuation, this means common stock is effectively worth $585M before any preferences are paid out in an exit.

Dilution Risk

high

Given the recent turmoil and potential need for further capital to execute a pivot or if Amazon's integration plans change, additional funding rounds and dilution are likely.

Secondary Liquidity

none

There is no public information suggesting active secondary markets or tender offers for Adept AI equity.

Questions to Ask at the Interview

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

1
“Given Adept's status as an Amazon operating subsidiary and the ongoing FTC scrutiny, how is the company navigating its strategic direction and product roadmap for the next 2-3 years?”
2
“With the reported revenue in the $5M-$10M range for 2025, how does Adept plan to accelerate revenue growth and achieve a valuation that provides meaningful returns for common shareholders, especially considering the competitive landscape?”
3
“What is the company's strategy for retaining and attracting top AI talent, particularly in light of the recent reorganization, employee departures, and the competitive environment with major AI labs?”

Community

Valuation Sentiment

Our model estimates -39% 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.