Cited answers over your documents, with a media library built for messy files

The foundation: chat that answers from your corpus with passage-level citations, and an ingestion pipeline that copes with the documents you actually have.

The foundation of Marella is a simple loop: ask, answer, verify.

  • Chat over your corpus — questions in plain English, answered from your organisation’s documents rather than the open internet.
  • Passage-level citations — every answer links to the exact source passage; verification is one click, beside the conversation. Where the documents don’t support an answer, Marella says so.
  • Media library — every document ingested, searchable and reviewable, including the scans, faxes and legacy formats real organisations actually hold.

Everything since builds on this loop.