Mesh IQ

Ask a question across every report at once, in plain language.

No fixed report or dashboard covers every question a buyer asks. Mesh IQ is VALORIO's cross-report reasoning tool: pick two or more reports, ask anything in plain language — including a generative request like “give me a 5-year forecast” — and get an answer reasoned across all of them, with citations back to the underlying data.

valorio.ai — Mesh IQ
VALORIO Mesh IQ queue showing two cross-report AI requests, both succeeded

How a request works

A Mesh IQ request is a single, self-contained record: the reports you selected, your prompt, and the desired output format. Unlike a Q&A question, it's one-shot — there's no draft/review/approval cycle, just a request and its result.

Requests run asynchronously and move through a simple status lifecycle — Pending while it's being reasoned about, then Succeeded, Failed, or Blocked. A request can be exported once finished, as a CSV, a PDF, or an interactive dashboard.

  1. 1Select two or more reports you want the answer reasoned across.
  2. 2Ask your question in plain language — a lookup, a comparison, or a generative request like a multi-year forecast.
  3. 3VALORIO reasons across the selected reports together, rather than answering from just one.
  4. 4Review the result: the answer, its confidence, and an evidence table citing exactly which rows in which reports it drew from.
  5. 5Export as a CSV, PDF, or interactive dashboard if you need to share it outside VALORIO.

Reasoning across reports, not just one

Because a request reasons across multiple reports simultaneously, it can catch things a human reviewing each report separately might miss — for example a 5-year forecast built from the ARR, EBITDA, and MRR reports at once, which also surfaces a trend inconsistency between two of them that only becomes visible once they're read together.

valorio.ai — Mesh IQ — Result
VALORIO Mesh IQ result: a 5-year revenue and EBITDA forecast reasoned across three reports, flagging an inconsistency between them, with a Download PDF button and citation tables

Every Mesh IQ answer is labeled AI-generated and unreviewed — treat it as a fast first draft to verify against its citations, not an approved answer to hand to a buyer as-is.