AUI (Augmented Intelligence)

Apollo-1 in production, from Fortune 500 enterprises to startups: deployments, evidence from complex work, and the economics of running an agent.

The page explains that the Apollo-1 agent program is user-owned software, available directly or via Google Cloud Marketplace.

Put governed agents to work on claims, disputes, returns, eligibility, approvals, and operations with Apollo-1.

The page explores Apollo-1’s neuro-symbolic runtime, execution trace, development lifecycle, and deployment options.

Generative AI unlocked fluent chat. Apollo-1 adds something generative models can’t: verifiable action.

The page shares research, perspectives, and news from AUI on neuro-symbolic AI and Apollo-1.

The difference is who decides: in an LLM agent the model proposes and controls check it; in a neuro-symbolic runtime an explicit program decides.

How Apollo-1 lets a bank trust an agent to approve or decline chargeback disputes under thousands of rules, and why that is possible now.

AUI partners with Google Cloud to bring Apollo, its neuro-symbolic agentic language model, to consumer and enterprise companies.

AUI raised $20 million at a $750 million valuation cap in a bridge SAFE that closed in one week, bringing total funding to nearly $60 million.

The page covers AUI’s research, perspectives, and news on neuro-symbolic AI, controllable agents, and Apollo-1.

The page features AUI’s press releases, research, and perspectives on neuro-symbolic AI, controllable agents, and Apollo-1.

Open positions at Augmented Intelligence (AUI), the team behind Apollo-1, in New York and Tel Aviv.

Apollo-1 reached 91% one-shot success versus 17% for Amazon Rufus in a 120-run head-to-head on Amazon’s own catalog.

AUI builds Apollo-1, a neuro-symbolic foundation model and runtime that makes enterprise reasoning executable, inspectable, and changeable.

The page describes how to test Apollo-1’s capabilities on enterprise tasks with the AUI team.

Apollo-1 combines neural language understanding and symbolic logic in a single runtime for traceable enterprise agent decisions.

The page details how the AUI website uses cookies for essential, analytics, and marketing purposes.

The page explains how to opt in to AUI’s automated customer-care text messages and manage preferences.

The terms that govern business and developer access to the AUI API, the Apollo-1 Developer Package, and related services.

The page outlines the terms for accessing the AUI website, Apollo playground demo, and related services.

GitHubRepository owner

AUI secures a $20 million Bridge SAFE round with a $750 million valuation cap after achieving a breakthrough in neuro-symbolic AI. The funding supports Apollo-1, the company’s foundation model for conversational AI. This advancement integrates symbolic reasoning with neural networks to enhance AI capabilities.

Nov 2025Yahoo FinanceNews article

Neuro-symbolic AI startup **AUI** secures new funding, positioning itself as a challenger to transformer-based models. The company combines neural networks with symbolic reasoning to address limitations in current AI systems. AUI’s approach targets applications requiring logical consistency and interpretability, distinguishing it from dominant transformer architectures. The funding round reflects growing investor interest in alternative AI paradigms beyond large language models.

Nov 2025VentureBeatNews article

AUI raises $20 million through a SAFE financing round, capping its valuation at $750 million. The Israeli AI startup develops a hybrid symbolic-generative model designed to handle structured, task-oriented conversations where large language models like ChatGPT perform poorly. The technology targets applications requiring precise, rule-based interactions.

Nov 2025CTechNews article