---
license: mit
language:
- en
task_categories:
- text-classification
tags:
- insurance
- claims
- reserving
pretty_name: "Clarus Insurance Claim Assessment Coherence Risk v0.1"
dataset_id: "insurance-claim-assessment-coherence-risk-v0.1"
domain: insurance
pillar: claims_operations
series: "INS-02"
coherence_pair:
  observable_a: reported_severity_and_objective_evidence
  observable_b: reserve_coverage_clarity_and_settlement_recommendation
ground_truth: ground_truth_label
validation_status: pre_release
---
What this repo is for

Detect claim handling drift.

Focus

evidence strength vs reserve

coverage clarity vs deny or pay choice

under-reserving and over-reserving risk

Why it matters
Bad assessment creates two costs.
Overpay.
Or litigation.