Turning complex problems into working systems.
Strategy and hands-on engineering for teams building with AI, machine learning, and modern software.
Start a conversationWe help organizations move from idea to deployed system — advising on architecture, de-risking the hard parts, and building the things that matter.
AI & ML Strategy
From feasibility to roadmap: where AI actually helps, and how to ship it responsibly.
Systems & Architecture
Designing software that scales — pragmatic, maintainable, and built to last.
Research & Evaluation
Rigorous experimentation, technical due diligence, and honest measurement of what works.
Industry-leading depth in artificial intelligence — from foundational research to systems running in production.
Gradiex brings rare, end-to-end command of modern AI: a researcher's grasp of how large language models actually work, paired with an engineer's track record of shipping them. We operate at the bleeding edge of these emerging technologies — actively determining their capabilities — and we turn that hard-won understanding into solutions that deliver real value.
Foundational research
Published work on the science of language models and machine cognition — not just applying AI, but understanding it.
Production LLM systems
Real deployments: agents, retrieval, voice, and multi-tenant platforms serving live users at scale.
Honest evaluation
Rigorous, skeptical measurement that cuts through vendor claims to what genuinely works.