White paper

The full technical architecture of Doram.

The white paper explains how Doram works in full: the data model, how the graph is built and kept current, how it's read and compiled into SQL, how it's secured and deployed, and how it's measured.

It covers:

  • Why AI gets company questions wrong, and what research shows
  • The company second brain and its three layers
  • Trust by design: evidence, trust levels, replay and refusal
  • The system architecture and its two paths
  • How the graph is built and maintained
  • Context retrieval and semantic compilation
  • Security, deployment and cost
  • Benchmarks against common approaches

The white paper is available on request. Ask your Doram contact for a copy.