---
title: LogicPearl Proof Points
updated: 2026-07-10
type: proof
canonical: https://logicpearl.com/company/
---

# LogicPearl Proof Points

## Policy Corpus

LogicPearl compiled 468 Blue Cross Blue Shield of Massachusetts policies from 528 published medical-policy PDFs into checkable criteria.

## Coverage

The current measured clause coverage for the Blue Cross Blue Shield of Massachusetts corpus is 99.9%. Uncovered clauses remain visible as review work rather than being hidden as silent automation gaps.

The same coverage accounting can run for any payer policy set before a pilot starts.

## Criteria and Policy Rows

The current public metrics include about 2,900 reviewable criteria tied to source policy text and about 118,000 policy table rows interpreted into checkable rules.

## Model Variance Experiment

LogicPearl tested one synthetic prior-authorization packet against one published payer policy using 8 model groups and 24 recorded determinations. The verdicts split 20 approve and 4 deny on identical inputs, with rationales that drifted across runs.

## Audit Receipt

Each LogicPearl result can carry the evaluated rule, source policy excerpt, evidence spans, and artifact version so the decision can be replayed later against the same policy artifact.