Executive Reporting

Overview

OpenVals provides executive-grade, audit-ready reporting to bridge the gap between technical evaluation metrics and business/governance decisions.

Dashboard Report

The high-level dashboard (generated as report.html) compiles global insights:

• Trust Dashboard: Visual summary of overall system reliability.
• DRS Ranking: Normalized comparison of all benchmarked models.
• Operational Insights: Latency, cost, and throughput metrics.
• Governance Readiness: compliance alignment indices.
• Risk Analysis: Factual risk and hallucination breakdown.
• Visual Analytics: Charts and heatmaps.

Sample-Level Report

The deep-dive report (generated as sample_report.html) allows sample-by-sample analysis:

• Prompt & Expected Output vs. Actual Model Output.
• Per-sample Accuracy and Semantic scores.
• Factuality & Hallucination Risk breakdown.
• Safety and Latency diagnostics.