Evidence & reproducibility

Every conclusion is backed by sources, assumptions, and logic you can review and edit.

What you see

  • Source list with timestamps
  • Editable assumptions
  • Confidence indicators
  • SQL-style logic steps

Source types

  • User uploads (orders, ads, inventory, catalog)
  • Public ecommerce signals (pricing, availability, review trends)
  • Third-party datasets (licensed or partner feeds)
  • Manual inputs (assumptions and notes)

Why it matters

When someone asks how a number was calculated, you can show the inputs and logic immediately. This makes decisions easier to defend.