Know exactly why a number changed

When last quarter's figure moves after the fact, someone has to explain why. Preql records every change to a definition with who made it, when and why, so you can show which change moved the number and who approved it.

Why changes go unexplained

1. Logic edited in place. A filter changes in SQL or a spreadsheet and the old version is gone.

2. No approval step. The person who changed it wasn't the person who owns the number.

3. Restated history. Prior periods quietly shift, and auditors ask for the bridge.

How Preql works

1. Agents find the patterns. They scan your systems to find how each one represents the same business concept.
2. Owners approve. Business owners review and approve the proposed mappings.
3. Every change is recorded. Approved definitions are versioned, with audit trails and lineage.
4. It fits your environment. Preql works with your existing systems, in the cloud or within your environment, and inherits your access controls.