Payer-side SOAT traffic accident claims audit structures review into 135 versioned audit elements

PreprintResearch Square 2026 · 1 min read
Versioned audit elements
135
Across six audit instruments for SOAT claims
De-identified cases demonstrated
15
Covering all six decision rules and both early-exit gates
Billed amount reconciled
COP 137.7M
Across all 14 closed cases

Research Square preprint: a six-phase payer-side audit pipeline for Colombian SOAT traffic accident claims with 135 versioned audit elements.

This methodological study describes a payer-side audit pipeline for SOAT (Colombia's mandatory traffic accident insurance) claims and the related ADRES reimbursement workflows. Built from technical documentation, Colombian regulatory sources and recent literature, it applies six versioned audit instruments to each claim file: support validation, data structuring, cross-document consistency, clinical audit, atypicality detection and final ruling, organized as three sequential documentary phases, two parallel substantive phases and one consolidation phase.

The instruments contain 135 versioned audit elements, and two early-exit gates send a case straight to the final ruling when incomplete documentation or blocking inconsistencies make clinical audit inappropriate. A functional demonstration on 15 de-identified cases exercised all six decision rules and both gates, and financial reconciliation held across all 14 closed cases (COP 137.7 million billed), with source-level traceability and mandatory human review throughout. The work is a preprint not yet peer reviewed, and the authors note that prospective validation against expert auditors' decisions is still required.

Results at a glance

The headline numbers from the paper, in plain language.

MetricValueWhat it means
Versioned audit elements135Across six audit instruments for SOAT claims
De-identified cases demonstrated15Covering all six decision rules and both early-exit gates
Billed amount reconciledCOP 137.7MAcross all 14 closed cases

How to cite

Elmer Raúl Escandón, Katherine Monsalve, Fiorella Ramirez, Jose Zea, Natalia Castaño-Villegas, Laura Velásquez. Payer-Side Medical Audit for SOAT Claims in Colombia: A Methodological Description. Research Square. 2026. https://doi.org/10.21203/rs.3.rs-10221195/v1

@article{escandon2026payerside,
  title     = {{Payer-Side Medical Audit for SOAT Claims in Colombia: A Methodological Description}},
  author    = {Elmer Raúl Escandón and Katherine Monsalve and Fiorella Ramirez and Jose Zea and Natalia Castaño-Villegas and Laura Velásquez},
  journal   = {Research Square},
  year      = {2026},
  doi       = {10.21203/rs.3.rs-10221195/v1},
  url       = {https://doi.org/10.21203/rs.3.rs-10221195/v1},
  note      = {Preprint}
}

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