Neuro-Symbolic builds practical AI systems that merge neural networks with symbolic reasoning to interpret complex inputs and perform structured inference. Their architectures are applied to general business workflows and spreadsheet understanding, enabling automated extraction of intent, structure, and operational logic from tabular data.
Funding
Funding not disclosed
Founders
Product
Problem
Businesses that rely on complex spreadsheets and workflow automation often struggle to extract intent, structure, and operational logic from unstructured or semi-structured data, leading to manual errors and costly compliance risks.
Solution
Neuro‑Symbolic provides AI platforms that combine neural networks with symbolic reasoning to interpret and reason over complex inputs such as spreadsheets and business processes. Their neurosymbolic architectures first use deep learning to recognize patterns and extract semantic information, then apply formal symbolic logic to validate and enforce business rules. The system produces structured representations of intent and operational logic, enabling automated workflow creation, compliance checking, and audit‑ready execution. By delivering both natural‑language understanding and mathematically verifiable reasoning, the platform lets enterprises automate data‑intensive tasks while maintaining regulatory confidence.
Target Audience
Target customers are enterprises in regulated sectors—such as financial services, legal, healthcare, and professional services—that need to automate spreadsheet‑driven processes and ensure compliance and auditability.
Features
- Hybrid neurosymbolic engine that fuses deep‑learning perception with symbolic truth‑maintenance for reliable inference
- Automated extraction of intent, hierarchy, and formulas from arbitrary spreadsheet formats
- Formal verification of extracted logic against configurable business and regulatory rules
- End‑to‑end workflow generation with built‑in audit trails and SOC 2‑compatible logging
- Integration connectors for common SaaS tools (e.g., Xero, HubSpot, Google Workspace) to orchestrate verified processes
- Scalable cloud deployment with a blackboard architecture that efficiently manages LLM resources and opportunistic reasoning