Technology

Automation without a black box.

We design systems so that data provenance, authority, changes and outcomes remain traceable even when AI is involved.

Traceable relationships between source data, transformations, accounting state and the resulting view.

Critical invariants are verified with repeatable tests outside the generative model.

An AI provider should not become a hard-coded business dependency of the accounting core.