Parsewise achieves SOTA on Databricks OfficeQA benchmark – results

Eliminate claims leakage. Restore financial control.

Automatically reconcile loss runs, triangles, and TPA reports to detect inconsistencies, reserve drift, and data gaps before they impact profitability.

Project Insights in Parsewise

Problem

  • Loss runs and triangles arrive in inconsistent formats across cedants and TPAs
  • Paid, incurred, and reserve values do not consistently reconcile across systems
  • Manual portfolio reconciliation is slow, error-prone, and hides leakage

Parsewise Solution

  • Standardizes loss runs and triangles into a consistent, comparable format
  • Automatically reconciles paid, incurred, and reserve movements across sources
  • Flags anomalies, reserve shifts, and data gaps with a full audit trail

Parsewise Covers the End-to-End Workflow

Heterogeneous Inputs

  • Cedant loss triangles
  • TPA loss runs and bordereaux
  • Supplemental actuarial reports

Reconciled Outputs

  • Aligned reconciliation tables
  • Automated variance and reserve shift detection
  • Portfolio-level benchmark datasets

Move from reactive reconciliation to proactive financial control.

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