DeciLix Lab

DeciLix is a research collective working at the intersection of large language models, autonomous agents, recommender systems, and finance. The name joins our two commitments: Decision Intelligence and Lattice Systems. DeciLix represents decision intelligence built on lattice-structured reasoning.

Decision Intelligence

We build systems that decide under uncertainty and stand behind the call. The work is judged by what happens when a model acts in the world, not by what it scores on a static benchmark.

Lattice Systems

We treat reasoning as structure. Retrieval, planning, and agents compose into a lattice of interacting parts, and we design each layer so the whole holds up under load.

Open by default

We publish our methods, our code, and our failures. The community moves faster when we work in the open.

Grounded in production

We ship. We deploy. We learn from what breaks. Production is the only honest benchmark.