Equipment Verification
Cross-references equipment visible in photographs against financial receipt line items. Detects phantom invoicing, duplicate billing, and missing serial numbers using vision-language analysis.
Hidden Asset Detection
Identifies high-value capital equipment that has been misclassified as general consumables or materials in the ERP system. Recovers phantom assets and recomputes depreciation exposure.
Infrastructure Integrity
Verifies that mounted equipment is not just physically present but functionally integrated. Catches fraudulent acceptance certificates where hardware is installed but never cabled up.
Scalability & Optimization
Compares synchronous baseline vs vLLM continuous-batching throughput on large image corpora. Models cost-per-image, GPU utilization, latency, and end-to-end speedup.
Summary
Aggregated view of all four experiments with key performance indicators and the headline estimated financial impact of the verification pipeline.
| Experiment | Status | Runs | Key Metric 1 | Key Metric 2 | Key Metric 3 |
|---|---|---|---|---|---|
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