Solutions

AI Architecture

We design and implement production-ready AI pipelines: RAG, multi-agent orchestration with LangChain, rigorous model evaluation, and complete observability.

What we deliver

  • RAG pipelines and knowledge ingestion
  • Multi-agent orchestration with LangChain
  • Model evaluation and benchmarks
  • Observability and cost under control
  • Integration with existing systems

Who it's for

Companies moving beyond experiments and putting AI in production.

Products that need search and answers based on internal knowledge.

Processes where multiple agents need to collaborate.

Teams that need objective model evaluation.

How it works

  1. 1

    Use case mapping

    We define objective, metrics, and available data.

  2. 2

    Prototyping and evaluation

    We build the minimum pipeline and measure real quality.

  3. 3

    Production hardening

    Observability, costs, guardrails, and continuous evolution.