Symbolica is an AI research lab focused on category theory and type theory to build symbolic reasoning engines. It is a private, bootstrapped company with about 22 employees and reported 2025 revenue of $2.4M ARR.
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| Date | Round | PPS (split-adj.) | Valuation |
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| Unknown |
Symbolica launched with $33 million in combined seed and Series A funding led by Khosla Ventures. The company said its first product will be a coding assistant, with launch targeted for early 2025 after model training.
Symbolica says its models manipulate symbols with structured mathematics rather than Transformer-style context learning. It also says the toolkit and models are designed to be interpretable, so users can understand how the network reaches a decision.
Symbolica told Reuters its first product will be a coding assistant, pointing at the large developer-tools market. The company said it is building the model first, with launch planned for early 2025, suggesting a multistage go-to-market.
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No. As of March 2026, Symbolica AI is a private company and does not trade on any public stock exchange. Accredited investors can access Symbolica AI shares through UpMarket, a FINRA-registered broker-dealer that specializes in pre-IPO investments.
Symbolica AI does not have a public stock price because it is privately held. The most recent known share price comes from its last funding round. Pre-IPO share prices on the secondary market may differ from the last round price depending on supply, demand, and market conditions.
Yes. Accredited investors can indicate interest in Symbolica AI shares through UpMarket by filling out the form on this page or creating an account at upmarket.co. All pre-IPO offerings are subject to availability and require a $50,000 minimum investment. UpMarket is a FINRA-registered broker-dealer and has brokered alternative investments since 2019.
Pre-IPO investments carry significant risks. Symbolica AI shares are illiquid, meaning there is no public market to sell them quickly. There is no guaranteed exit timeline or return. The investment is speculative in nature, and investors should be prepared for the possibility of total loss. Valuations of private companies can fluctuate substantially between funding rounds. Investors should consult their financial advisor and review all offering documents before investing.
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Symbolica AI is an AI research lab building symbolic reasoning engines using category theory and type theory, with $1.7M in 2024 revenue; it raised $33M to develop symbolic AI models — accredited investors can access Symbolica AI stock through UpMarket.