AI Development

From proof-of-concept to hardened AI systems.

Onyx Labs designs and builds end-to-end AI systems — from prototypes that prove value to production platforms that scale.

LLM-powered products

We build AI-native features such as copilots, agents, and assistants that integrate with your existing products and workflows.

  • Task-specific assistants and copilots.
  • Retrieval-augmented generation (RAG) systems.
  • Workflow automation and orchestration.

Infrastructure & reliability

Our work includes the less glamorous pieces: logging, evaluation, and operations that keep AI systems reliable once they ship.

  • Evaluation pipelines and test harnesses.
  • Production monitoring and alerting.
  • Cost, latency, and reliability tuning.
Engagement models

We can own full delivery or embed alongside your in-house teams.

Build
End-to-end delivery

A cross-functional team that designs, builds, and ships a scoped AI system on a defined timeline.

Partner
Embedded engineering

Onyx Labs engineers work side-by-side with your team to accelerate a critical AI initiative.

Platform
AI platform foundations

We help you stand up the core components required to support multiple AI products.