About incredlabs

incredlabs builds Rust-native data infrastructure for the AI era. Modern applications are increasingly built around models, embeddings, and agents — but the data layer most teams reach for was designed for a different world. We build the databases, memory stores, and data platforms that AI-native software actually needs: fast, embeddable, and open.

What we build

• ORMDB — the database that speaks ORM natively. Declare your model graph and fetch entire object graphs in a single round-trip: no N+1 queries, no impedance mismatch.
• Liath — the SQLite for AI agents. Programmable memory that agents query with sandboxed Lua, so they can write their own retrieval and ranking logic instead of calling a fixed API.

More components of the platform are in active development.

Our principles

• Rust all the way down. Predictable performance and memory safety, from embedded libraries to distributed servers.
• Open source. MIT-licensed, developed in the open at github.com/incredlabs.
• Built for AI. Vector search, embeddings, and agent memory as first-class primitives.
• No lock-in. Run locally, embed it, or deploy anywhere. Your data stays yours.

Get in touch

Questions, partnerships, or feedback? Email us at contact@incredlabs.com or open an issue on GitHub.