Ask Valistry
A question in plain words, answered with the figure, the plan that produced it and the rows behind it. The planner reads; the engine computes; a model narrates and never does arithmetic.

Every figure, and how it is computed
- The plan
- Which measure, which grouping, which window — shown, so the answer can be checked.
- The figure
- Computed by the same functions the screens use, from the same ledger.
- The verdict
- Whether the answer is exact, an estimate the engine labels, or a refusal because the ledger cannot say.
What you do here
- Ask from the bar on any screen with ⌘K.
- Ask from Claude Code, Cursor or Claude: the MCP server serves the same seven tools.
The screen: app.valistry.ai/ask