Why every answer needs a receipt

A dashboard answer should be more than a confident sentence. It should be a result you can inspect before you share it or act on it.

Sheet2Chart computes answers with validated aggregate SQL against the uploaded dataset. Each response includes the executed query and supporting values, so you can verify the calculation instead of taking a model’s word for it.

That receipt makes a quick question useful in a meeting: you can see the filters, the measure, and the result without rebuilding the analysis by hand.

Why “trust me” doesn’t scale

Most AI-generated numbers ship as a single confident sentence with no way to check the arithmetic behind it. That works fine until someone in the room asks “wait, is that filtered to this quarter?” — and there’s no way to answer without redoing the analysis from scratch.

A receipt changes that. Instead of asking people to trust a sentence, Sheet2Chart shows the exact SQL that produced it: the table, the filters, the aggregation. Anyone in the room can read it, or hand it to someone who can.

What’s actually in a receipt

Every answer includes:

• The executed SQL query, formatted and readable
• The filters that were active when the question was asked
• The raw values the query returned, before formatting

None of this is decorative. If the number is wrong, the receipt is where you find out why — a mistyped filter, a join that dropped rows, an aggregation that summed instead of averaged.

Verification beats trust

An unverifiable answer is an opinion. Sheet2Chart is built around the opposite idea: every number should come with the work shown, so checking it takes seconds instead of a follow-up meeting.