AgentAngel.io 3-Way Comparison Engine: AxiRate™ AI Auditor vs Human Adjuster QA vs Carrier Benchmark
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.
| 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 |
Extracts incident date, officer badge #, traffic citations, and fault codes. Automatically flags subrogation potential for claims examiners.
Validates 100% field mapping of insured, claimant, vehicle unit ID, loss description, and police info against carrier schema.
Calculates Haversine distance between loss scene and photo upload GPS metadata. Flags photos uploaded >5 miles away or >48h off.
Cross-checks body shop labor rates, OEM vs aftermarket parts, and DNP/DRP compliance.