Nace.AI raises $21.5M seed round

Nace.AI announced a $21.5 million seed round led by Walden Catalyst. General Catalyst also took part, along with other institutional and angel investors whom the company did not name.

The startup is building what it calls "specialized intelligence" for complex enterprise work. Its systems pull from financial histories, operational data, legal documents and other unstructured files to produce what it describes as "precise, decision-ready outputs."

At the center is MetaModel, Nace.AI's proprietary technology for turning a company's policies and procedures into small language models built for that company. According to the company, these models learn from each customer's own workflows and adapt as its policies, standards and knowledge change.

"Our AI agents continuously learn and adapt to company-specific environments, powered by our MetaModel architecture," said founder and CEO Dos Baha. "We execute work at scale, while experts provide final judgment and accountability."

Nace.AI said it will use the money to keep developing MetaModel, add more specialized models and build end-to-end systems for finance, audit and compliance. It named four priorities: personalization, continuous knowledge updates, reliable execution and explainability.

The announcement leaves several things out. It does not give a valuation, customer names, revenue, headcount or deployment numbers. It also offers no technical detail or benchmarks for MetaModel, such as model sizes or how well the system performs compared with general-purpose models.