AI & data

Answers questions about an organisation's own documents and systems with the source cited, reports where a system no longer matches its record, and delivers software only once it passes checks.

A question in plain language is put to an organisation's own documents, specifications and technical records and comes back with its source cited. For the manager responsible, the servers and systems in use are held in one inventory with what depends on what, and drift from the recorded state is reported. Applications built from a description are tested and checked for correctness, security and accessibility; what fails is not delivered. Stores holding keys or secrets stay outside the search, and their contents are never read.

  • Plain-language questions answered with the source cited
  • Reports when a system drifts from what it should run
  • An inventory of servers and systems, and what depends on what
  • Applications built from a description, checked before delivery
  • Spoken requests in Persian, carried out inside ARG itself