Audit Engine
AI Useful Intelligence ROI & Unit Economics Analyzer
📷 Upload Evidence Log
🔄 Reset Defaults
📥 Export JSON Audit
📊 Export CSV
🔍 Visual OCR Bounding Segmentation
Preset Log:
LLM Receipt Log (3 Models)
Multi-Model Benchmarks
Enterprise API Billing Scan
Drag bounding boxes to re-segment. Click box to inspect extracted raw metric.
📝 Extracted Model Execution Ledger
+ Add Model
Model Name
Task Type
Cost ($)
Useful Work (Units)
Dependability (%)
Latency (s)
Action
⚡ Unit Economics & ROI Metrics
TIMESTAMP: READY
Dependability Weight:
1.0x
Latency Penalty Weight:
0.2x
Useful Intel / $
0.00
Work units delivered per USD
Cost / Succ. Task
$0.0000
Adjusted for dependability
Net Dependability
0.0%
Weighted output score
Top Performer
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Max Efficiency Index
📈 Cost vs Useful Work Efficiency Frontier
COMPUTED AUDIT VERDICT
OPTIMAL FRONTIER FOUND
Evaluating preset state...
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