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Symbolica

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Developing state-of-the-art foundation models for structured reasoning using deep learning, by building models that manipulate structured data and learn algebraic structure with interpretable and…

San Francisco, United StatesFounded 2022AI
Valuation $50–100M Last recorded · 2024
Headcount <100 Current team size
Total funding $10–50M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Symbolica and the history behind them.

About Symbolica

Symbolica is pioneering a new frontier in artificial intelligence by leveraging the principles of category theory to reshape the foundations of machine learning. This innovative approach addresses the inherent limitations observed in existing large language models like ChatGPT, Claude, and Gemini, which include costly training processes, complex deployment, challenging validation, and susceptibility to producing inaccurate or irrelevant information ("hallucinations").

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At the core of Symbolica’s technology is the use of category theory, a branch of mathematics that deals with abstract structure and relationships, to develop AI models capable of structured and inductive reasoning. This mathematical framework allows Symbolica’s models to perform complex tasks such as code synthesis and theorem proving with higher accuracy and efficiency. The models are designed to understand and manipulate algebraic structures, thus moving beyond mere token prediction to true structured reasoning.

Symbolica is setting a new standard in the AI field with its emphasis on compliance and interpretability. The company aims to eradicate unstructured model outputs and reduce hallucinations, making AI outputs explainable and verifiable. This level of control and transparency is crucial for applications where trust and reliability are paramount, such as in legal, medical, and financial services.

Furthermore, Symbolica enhances the efficiency of AI training and deployment. By integrating structure directly into the inputs, outputs, and reasoning processes of their models, these models require smaller datasets and less computational power, leading to faster training times and more rapid deployment capabilities. This efficiency does not only reduce costs but also accelerates time to market for AI solutions, offering significant competitive advantages.

Source: Dealroom company data

At a glance

Status
Operational
Founded
2022
Headquarters
San Francisco, United States
Employees
20
Open positions
2
Dealroom signal
75.3/100
Industry
Enterprise Software
Sector
AI, Core AI, Novel AI, Generative AI, genAI Model Maker, AI Model Maker, ai model layer, DT and LS, world models
Technology
Artificial Intelligence, Deep Tech, Machine Learning
Business model
SaaS
Client focus
b2b

Funding history

2 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
SERIES A✓Equity / VC Apr 2024 $25M $99M Day One Ventures · Abstract Ventures · General Catalyst · Khosla Ventures ↗
SEED✓Equity / VC Nov 2023 $8.3M $33M Khosla Ventures ↗
Showing the latest 2 of 2 recorded eventsBook a demo for the full funding history →

Growth signals

Symbolica website traffic

Latest recorded traffic for Symbolica is 13K monthly website visits, down 75.5% over the last three months. Symbolica's team grew 5.3% over the past year.

Latest monthly visits13K 3-month web change-75.5% 1-year team growth+5.3%
Summary metrics are public; monthly history is available with a demoCompare with peers →

Open positions

Openings linked to this company in Dealroom
1 distinct opening shownExplore hiring signals →

Similar companies

Closest operating peers by Dealroom taxonomy

Company identity and context are open; selected comparison metrics preview what is available on the platform.

Showing 8 of the closest matchesCompare every metric →

Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

5 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed1 investor entered at this stage

Series A4 investors entered at this stage

Team profiled 4 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 3 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
2 countries with
team presence
🇬🇧 United Kingdom53.3%
🇺🇸 United States46.7%
2 countries shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Symbolica on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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