-81%

est. 2Y upside i

AI & MLSeed

Ceramic.ai builds enterprise-grade infrastructure to optimize how companies train and deploy their AI models faster and more efficiently. Founded by AI pioneer Anna Patterson, who previously led engineering at Google.

Rank

#1824

Sector

AI Infrastructure

Est. Liquidity

~4Y

Data Quality

Data: Medium

Ceramic.ai presents a high-risk, high-reward equity opportunity driven by its innovative AI infrastructure technology and experienced leadership.

Last updated: February 16, 2026

Bull (15%)+500%

Ceramic.ai's proprietary technology proves indispensable for LLM training, leading to a rapid acquisition by a major tech player or a highly successful Series A round at a significant valuation uplift.

Base (25%)+100%

Ceramic.ai continues to develop its platform and secure enterprise customers, achieving moderate growth and a respectable Series A valuation, but faces ongoing competitive pressure.

Bear (60%)-75%

Incumbents develop or acquire competing technologies, Ceramic.ai struggles to scale its small team, or the market for specialized AI infrastructure cools, leading to a down round or failure.

Est. time to liquidity~4.0 years

Other — 1 role

View all 1 open roles at Ceramic →

Last updated: February 17, 2026

Community

Valuation Sentiment

Our model estimates -81% 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.