Make AI tools smarter
with semantic understanding

Nuanced combines static analysis with AI to give coding tools deeper understanding of code behavior.

Built by developers who've been there

We're ex-GitHub engineers and researchers who've scaled some of the world's largest developer platforms. We've seen AI's potential—and its pitfalls. We're dedicated to advancing AI coding tools by addressing their limitations, and ensuring they truly empower developers.

For tool builders

Whether you're building the next IDE or AI assistant, our semantic understanding layer helps your tools make better decisions.