the fundamentals behind palm ark
Deterministic Rule Extraction
Every rule your business depends on — with receipts.
The extraction
The business logic — eligibility, pricing, settlement — lives in code, not documents. Extraction recovers it into plain language a product owner, auditor, or architect can read. The institution stops depending on memory.
The determinism
Generative AI resamples plausibility on every run: three runs, three answers. A near-deterministic pipeline computes everything computable and asks the model only checkable questions — three runs, one hash, one truth.
The lineage
Every extracted rule carries the exact source lines it derives from. Lineage turns a claim into evidence an auditor can click — and it is what makes accuracy figures checkable instead of self-graded.
up to ~95% on palmbench · 100% lineage · three runs, one hash