AgentAngel.io

Pillar 3 — Always Helpful · Claims Summary Review & Comparison

AgentAngel.io 3-Way Comparison Engine: AxiRate™ AI Auditor vs Human Adjuster QA vs Carrier Benchmark

Pillar 3 flow: audited calls arrive, the claim summary is compared to the call, notes are written, and your team is ahead of the file

Pillar 3 Audit Calibration Purpose

This suite provides executive oversight comparing real-time AxiRate™ automated AI audit outputs against human adjuster QA evaluations and carrier benchmarks. It verifies call handling accuracy, ACORD field capture, police report PDF parsing, photo EXIF metadata fraud checks, and repair estimate line-item subrogation opportunities.

SIDE-BY-SIDE AUDIT COMPARISON MATRIX (100% CLAIM COVERAGE)
Audit Category AxiRate™ AI Auditor Result Human Adjuster QA Result Carrier Benchmark Variance & Reconciliation Executive Approval
1. Physical Safety & EMS Triage PASS (100%) PASS (100%) PASS (100%) 0% Variance — Perfect Alignment
2. Fault Neutrality & Liability PASS (100%) PASS (100%) PASS (100%) 0% Variance — Zero Liability Admissions baseline
3. Date, Time & GIS Geocoding PASS (98.4%) PASS (98.0%) PASS (98.0%) +0.4% AI Advantage — Resolved GIS coordinates automatically
4. Active Empathy & Distress Care PASS (96.2%) PASS (91.0%) PASS (95.0%) +5.2% AI Advantage — Acoustic tremor detector caught early caller distress
5. DRP Tow & Body Shop Selection PASS (97.0%) PASS (96.5%) PASS (96.0%) 0.5% Variance — DRP shop offered with customer consent
6. Police Report OCR PDF Parsing PASS (99.1%) PASS (94.0%) PASS (98.0%) +5.1% AI Advantage — Subrogation citation extracted automatically
7. Photo EXIF Fraud & Timestamp Verification PASS (100%) MANUAL (82.0%) PASS (100%) +18.0% AI Advantage — Automated EXIF GPS vs loss scene geofence check
PILLAR 3 FILE & FORENSIC AUDIT SUITE
Police Report PDF Extraction Engine

Extracts incident date, officer badge #, traffic citations, and fault codes. Automatically flags subrogation potential for claims examiners.

ACORD 101/125/126 Field Completeness Audit

Validates 100% field mapping of insured, claimant, vehicle unit ID, loss description, and police info against carrier schema.

Photo EXIF Metadata Fraud Check

Calculates Haversine distance between loss scene and photo upload GPS metadata. Flags photos uploaded >5 miles away or >48h off.

Repair Estimate Line-Item Audit

Cross-checks body shop labor rates, OEM vs aftermarket parts, and DNP/DRP compliance.