Business data answers with proof

Business users can ask. Teams still need trust.

Adequate Data is not trying to be a broad BI suite. It helps teams ask questions about the data they already use and get answers with a proof trail they can review.

The wedge is trust.

Generic analytics answers

  • A user gets a plausible answer or chart.
  • The calculation and source context are often hidden.
  • The team still asks an analyst to validate the story.

Adequate Data proof trail

  • The question is answered against source context.
  • Filters, calculations, row counts, and assumptions are visible.
  • The result can be shared with exportable proof when needed.

What the team can inspect

The workflow keeps the answer anchored to data and verification boundaries instead of treating AI output as a finished report.

Question asked

Start with a concrete business question from marketing, finance, RevOps, operations, support, or leadership.

Data used

Show the source table or file, row counts where available, and the relevant fields.

How it was calculated

Trace filters, calculations, definitions, and source notes so the answer can be checked.

Proof exported

Package the calculation used, proof IDs, generated time, source context, assumptions, and verification limits.

Can the answer be reviewed after it is shared?

The sample path shows a question, clear answer, calculation used, source file proof ID, how the answer was built, assumptions, and downloadable proof.

See the proof trail