TREND IQ
DECISION IQ
ACTION IQ
EFFECTIVENESS IQ
Active Initiatives
24
↑ 3 from last week
Signals Detected
142
↑ 18 this week
Tasks In Progress
67
↑ 9 assigned today
HITL Reviews Pending
12
⚠ requires action
Recent Signals
TrendIQ
Shadow AI detected in Procurement
4 undocumented LLM API calls · 2h ago
Credit model drift detected
Accuracy drop 4.2% · 6h ago
New vendor AI capability (Salesforce)
Einstein Copilot enabled · 1d ago
Active Initiatives
DecisionIQ
AI Inventory Automation — FinServ
94
GDPR Compliance Audit — GenAI
87
Vendor AI Risk Classification
79
Governance Coverage by Function
90-Day Performance
EffectivenessIQ
Before
62%
AI Coverage
→
After
91%
AI Coverage
-61%
False Positives
+34%
Decision Accuracy
📡 TrendIQ
AI Governance Signal Detection & Initiative Creation
✨
Create Initiative
AI-Powered
📋
Select a signal to create an initiative with AI-recommended tasks and owners.
🧠 DecisionIQ
Initiative Workspace & Task Owner Assignment
⚡ ActionIQ
Initiative & Task Execution Kanban
Initiative Board
📊 EffectivenessIQ
Outcome Measurement & Continuous Learning Loop
Before / After: AI Inventory Coverage
Before Initiative
62%
Coverage
→
After Initiative
91%
Coverage
False Positives
34/wk
Model Risk Alerts
→
After
13/wk
-61% reduction
Review Hours
47h
Per week
→
After
25h
-47% reduction
🧑💼 Human Feedback & Learning Input
90-Day Impact Metrics
HITL Loop
+34%
Decision Accuracy
First-pass resolution without escalation
-61%
False Positive Rate
Continuous feedback loop recalibration
-47%
Human Review Time
Pre-computed reasoning traces
12k+
Knowledge Labels
Ground truth codified into system memory
HITL Escalation Tiers
Tier 3
Expert Board
Multi-stakeholder review · High risk / Low volume
1%
Tier 2
Assisted Review
Human approves before execution · Med risk
14%
Tier 1
Autonomous
Execute within guardrails with full audit trace
85%
Attribution Insight: 85% of accuracy gains attributed to the EffectivenessIQ feedback loop.
🛡️ AI Governance
Living AI Inventory & Risk Classification
AI Inventory — Financial Services
Live Discovery
Governance Agents
⚠️
RSK-01 Risk Analyst
Active
Quantifies downside potential · Performs scenario stress testing · Flags anomalies outside risk appetite
📊
FIN-02 Financial Controller
Active
Validates cost-benefit ratios · Enforces budget guardrails · Tracks unit economics
⚖️
CMP-03 Compliance Advisor
Active
Reviews GDPR/HIPAA constraints · Ensures fairness metrics · Blocks policy violations
🔧
OPS-04 Operations Strategist
Active
Ensures execution feasibility · Verifies SLA alignment · Optimizes workflow routing