Abacus.ai

abacus.ai →

-64%

est. 2Y upside i

AI & ML

Rank

#3014

Sector

Artificial Intelligence, Business Software

Est. Liquidity

~3Y

Data Quality

Data: Medium

Abacus.AI operates in a high-growth AI market with a reasonable current valuation multiple (~6.08x revenue) for its ~33% YoY growth and 75% gross margins.

Last updated: March 10, 2026

Bull (20%)+150%

Abacus.AI successfully establishes its 'AI Control Center' as a leading solution for orchestrating enterprise AI, driving strong adoption of its generative AI offerings. This leads to significant market share gains and an attractive acquisition or IPO at a valuation of approximately $805M, representing an ~8.6x revenue multiple on projected 2-year revenue of $93.6M.

Base (40%)+50%

Abacus.AI continues its steady growth in the enterprise AI platform market, maintaining its niche with existing customers and moderate new client acquisition. However, it faces ongoing competitive pressure from larger incumbents, resulting in a modest valuation increase to approximately $483M, reflecting a ~5.16x revenue multiple on projected 2-year revenue of $93.6M.

Bear (40%)-60%

Aggressive moves by dominant incumbents like Google (Vertex AI) and OpenAI lead to commoditization of core AI platform features, intensifying pricing pressure and slowing Abacus.AI's growth. This results in a down round or a significantly reduced valuation of approximately $128.8M, wiping out most common stock value due to the severe liquidation preferences of $140M.

Est. time to liquidity~2.5 years

Preference Stack Risk

severe

Funding Intensity

44%

Investors hold $140M in liquidation preferences, meaning common shareholders would only see returns after this amount is paid out from any exit proceeds, leaving $182M for common shareholders in a $322M exit.

Dilution Risk

moderate

While recent funding provides runway, additional rounds before an exit are possible, which could lead to further dilution of employee equity.

Secondary Liquidity

limited

Secondary market activity is low, primarily accessible to accredited investors through platforms like EquityZen and Hiive, with no active public market for shares.

Other — 2 roles

View all 2 open roles at Abacus.ai →

Last updated: February 22, 2026

Questions to Ask at the Interview

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

  • 1

    “How is Abacus.AI planning to differentiate its 'AI Control Center' and generative AI offerings to effectively compete with the vast resources and existing customer bases of Google's Vertex AI and OpenAI's powerful LLMs?”

  • 2

    “With projected revenue growth around 33% YoY, what are the key strategic initiatives and product roadmap priorities over the next 12-24 months to accelerate growth and expand market penetration beyond the current scale?”

  • 3

    “Given the recent additional funding round and the company's stage, what is the anticipated timeline and strategy for a liquidity event for employees, and how is the company addressing potential dilution risks for common stock holders?”

Community

Valuation Sentiment

Our model estimates -64% 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.