NaceAI develops long-horizon agentic AI systems capable of continuous self-improvement and reliable task execution. The company focuses initially on the accounting domain, providing autonomous agents for financial operations and verification. Their products automate complex processes like invoice generation, revenue recognition, and transaction auditing with explainable outputs.
Funding
$5M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.


Founders
Product
Problem
Enterprises struggle to adapt generic large language models (LLMs) to meet specific business needs, leading to compliance issues, factual inaccuracies, operational risks, and contextual misunderstandings. Existing LLMs often lack the industry-specific terminology, company lexicons, and workflow intelligence required for trustworthy AI systems.
Solution
NaceAI offers a metamodel platform that allows enterprises to customize LLMs in real-time for specific use cases. Their initial product, NAVI, is an AI agent designed for audit, compliance, and operational intelligence applications. NAVI leverages task-specific small models infused with industry-focused core models and in-weights instruction following for precise and efficient task execution. The platform offers flexible deployment options, including on-premises, to ensure minimal latency and continuous compliance.
Target Audience
NaceAI targets enterprises, specifically Internal Audit, Risk Management, and QA/Loan Review functions, seeking to improve efficiency, ensure compliance, and gain deeper insights from their data.
Features
- Industry-focused core models infused with industry-specific terminology and company lexicons
- In-weights instruction following for optimized AI that directly integrates instructions into model weights
- Lightweight models enabling smooth performance on cost-effective hardware, including CPUs
- Continuous improvements through a system that retains context and interaction history
- Flexible deployment options, including cloud and on-premises
- Real-time X-ray of company processes
- Integration with NAVI Console for automated policy compliance verification