Home / Engineering

Engineering

Aarohii is a product studio, not a foundation-model lab. These notes describe how we build and test AI features in applications.

• RAG architecture

  Ingest, chunk, retrieve, generate, cite, measure.

• LLM application layer

  Routing, cost, failover, prompt versions.

• Agent architecture

  Tools, approvals, traces.

• Production checklist

  What must exist before you scale a feature.

• Vendor evaluation

  Latency, data, failover—not only benchmarks.

We do not publish a branded “readiness index” or original benchmark until we have a method and a dataset we are willing to stand behind. That work is not on this site yet.