Corca Raises $7.8M to Modernize Math Workflows

The big picture: People can generate software with AI, create videos from text, and build websites in minutes. Yet many engineers, scientists, and financial analysts still rely on tools and workflows that have changed little since the 1980s. New York-based startup Corca is building a browser-based workspace to modernize mathematical computing.

Why it matters:

• Outdated workflows: Technical professionals often use fragmented tools for equations, simulations, calculations, and documentation, with many platforms requiring specialized programming languages or formatting systems.
• Large market opportunity: Mathematical computing is central to industries like aerospace, defense, energy, and academia, with over 100,000 organizations relying on these disconnected workflows.
• AI’s math challenge: While AI models accelerate hard sciences, traditional LLMs struggle with math due to its symbolic nature, creating a need for purpose-built symbolic math engines enhanced by AI.

How it works:

• Unified workspace: Corca combines math editing, symbolic computation, collaboration, and AI assistance into a single browser-based environment.
• Natural input: Users can write mathematical expressions naturally, eliminating the need to learn specialized markup languages or formatting systems like LaTeX.
• Real-time collaboration & AI: The platform offers real-time calculations, Google Docs-like collaboration, and built-in AI tools to help solve problems, manipulate symbolic expressions, and generate code.

The catch: Corca enters a market dominated by established players like MathWorks (MATLAB), Dassault Systèmes, PTC, and Ansys, which have deep integrations and long-standing user bases in critical engineering and scientific applications. Corca must demonstrate significant advantages in functionality, ease of use, and integration to displace these incumbents and convert its organic user growth into enterprise-level adoption.