Give AI your institution's definitions

Preql is a context layer for finance. It captures your institution's approved definitions, mappings and lineage, so AI tools can use the same logic as your reports and answers can be traced back to source.

AI doesn't know what your numbers mean

1. It guesses definitions. Deposits, revenue and segments mean different things in different systems.
2. It can't see adjustments. Accruals, eliminations and manual entries live outside the source tables.
3. It sounds sure either way. A wrong figure in a fluent answer is harder to catch.

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.