Weekly Net Hours Delta
-32.4 hrs
Drag vs Deterministic
IP Exposure Tier
Critical Exposure
Audit finding: Mandatory restriction
Monthly Carbon Footprint
184.2 kg CO₂e
~820 L direct water evaporated
Inflection Error Cap
8.5%
Break-even error threshold
Verification Drag Sensitivity Curve (Error % vs Weekly Net Hours)
Current: 18% Error → -32.4 hrs
0% Error Rate (Ideal Automation)
Inflection / Break-even (0 hrs net)
50% Error Rate (Severe Slop Debt)
Generated Governance & Exemption Dossier
RESTRICTED PIPELINE
{
"audit_version": "2.4.0",
"workflow": "Data Analytics & SQL Query Generation",
"status": "Net Productivity Loss (Verification Drag Exceeds Generation Savings)",
"net_hours_delta_per_week": -32.4,
"ip_risk_tier": "Critical Exposure",
"monthly_carbon_kg": 184.2,
"recommended_action": "Restricted Deterministic Pipeline with Human Code Review Exemption"
}