AUI Raises $20M at $750M Valuation for Neuro-Symbolic AI

What happened

Augmented Intelligence Inc. (AUI), a New York City-based neuro-symbolic AI startup, raised $20 million in a funding round at a $750 million valuation cap. This brings the company’s total funding to nearly $60 million. AUI is developing Apollo-1, a neuro-symbolic foundation model for task-oriented conversational AI.

Why it matters

• AUI’s Apollo-1 model aims to improve reliability and control in task-oriented AI conversations, addressing limitations of current large language models.
• The funding round reflects strong investor confidence in neuro-symbolic AI as a next step beyond popular transformer-based models.
• Apollo-1’s approach could enable enterprises to deploy conversational agents that reliably execute complex tasks like bookings and payments.

Key facts

1. 1. AUI raised $20 million at a $750 million valuation cap in November 2025.
2. 2. Total funding for AUI is nearly $60 million to date.
3. 3. The company disclosed a previous $10 million raise at a $350 million valuation cap in September 2024.