⚠ 3 Critical
Compliance Score 84%
GI
Governance Domains
📋All Domains
47
🔐Data Quality
12
🗺Data Lineage
8
🛡Compliance
5
🔑Access Control
9
📜Policy Mgmt
13
Frameworks
⚖GDPR / CCPA
4
✈DO-178C
7
🏦BCBS 239
6
🌐ISO 8000
3
Operations
🔔Alerts
7
📊Reports
⚙Settings
Governance Intelligence Dashboard
Real-time intelligence across all governance domains — Sense → Decide → Act → Learn
Active Signals
23
↑ 4 this week
Open Initiatives
11
Across 6 domains
Tasks In Progress
38
↓ 2 blocked
Compliance Score
84%
↑ 3% vs last qtr
Policy Violations
7
↑ 2 critical
Domain Health 6 Domains
⤢
🔐
Data Quality
12 active signals
72%
↓ 5% this month
🗺
Data Lineage
8 active signals
91%
↑ 2% this month
🛡
Compliance
5 active signals
61%
↓ 8% this month
🔑
Access Control
9 active signals
88%
→ Stable
📜
Policy Mgmt
13 active signals
79%
↑ 1% this month
🏛
Master Data
3 active signals
93%
↑ 4% this month
Intelligence Loop Status Live
TrendIQ: 23 signals
DecisionIQ: 11 initiatives
ActionIQ: 38 tasks
EffectivenessIQ: 84% avg
Recent Governance Signals 3 Critical
SignalDomainSourceConfidenceImpactStatusActions
PII data exposed in analytics pipeline
 Compliance AI Scanner
94%
 Critical Escalated
Duplicate records across 3 MDM systems
 Data Quality MDM Audit
81%
 High Under Review
Stale GDPR consent records — 14k users
 Compliance Consent Mgr
97%
 Critical New
TrendIQ — Signal Detection
Click any signal card to select it, then Analyze or convert to an Initiative.
Filter: All (7) Critical (3) Compliance Data Quality Lineage Access
🔍
DecisionIQ — Strategy & Planning
Click an initiative card to view tasks, recommended owners, and decision details.
Active Initiatives 6 Open
All Urgent Active Review
Policy Health Index 13 Policies
⬇
🛡
Data Classification Policy
Last reviewed: 14 days ago · Owner: Chief Data Officer · v2.4
Active
96%
🔐
PII Handling & Masking Standard
Last reviewed: 3 days ago · Owner: Privacy Officer · v1.8
Critical
54%
⏱
Data Retention & Archival Policy
Last reviewed: 30 days ago · Owner: Data Custodian · v3.1
Review Due
71%
🌐
Cross-Border Data Transfer Policy
Last reviewed: 8 days ago · Owner: Legal Counsel · v1.2
Active
89%
🔑
Access Certification & Recertification
Last reviewed: 21 days ago · Owner: Security Admin · v4.0
Active
77%
ActionIQ — Execution Workspace
Track all governance tasks across Kanban. Monitor SLAs, dependencies, and execution drift in real time.
Assigned Teams4 Active Teams
Privacy & Compliance Squad
Lead: J. Morales · DP-001 · Risk: Critical
Active
JM
AR
KS
TO
+2
SLA Target
Jan 21
Priority
CRITICAL
Risk Class
High
Data Engineering — Platform
Lead: R. Chen · DP-002 · Risk: High
Active
RC
ML
PO
+5
SLA Target
Jan 28
Priority
HIGH
Risk Class
Medium
Security & IAM Operations
Lead: C. Park · DP-003 · Risk: High
Constrained
CP
BN
+3
SLA Target
Feb 4
Priority
HIGH
Risk Class
Medium
Data Stewardship Office
Lead: F. Adeyemi · DP-005 · Risk: Medium
Active
FA
LW
+4
SLA Target
Feb 10
Priority
MEDIUM
Risk Class
Low
Agent Interaction LayerAI Monitoring
Live
📉
Execution Drift Detected
PII masking pipeline task is running 6 days behind projection. At current velocity, Jan 15 SLA will be missed by ~6 days. Delay probability: 81%.
✅
On-Track Confirmation
MDM deduplication job is 67% complete. Trajectory projects completion 1.4 days ahead of Jan 28 SLA. No corrective action needed.
🔄
Corrective Action Suggestion
Schema rollback task blocked for 3 days awaiting DBA approval. Agent recommends escalating to Data Architecture Lead to unblock within 24h.
🧠
Resource Reallocation Insight
Security & IAM team is at capacity. 2 lower-priority tasks (access review — HR group) can be deprioritized to free up 20% capacity for critical PII work.
Governance Execution Board38 Tasks
All Domains
Compliance
Data Quality
Open 10
Notify 14k users — GDPR re-consent
Compliance · DP-001
Crit
CX
Comms Team
Due: Jan 15
Catalog 200+ stewardless datasets
Policy · INI-2024-005
Med
SM
Stewardship
Due: Jan 22
Access review — Finance group
Access Ctrl · INI-2024-003
High
SA
Sec. Admin
Due: Jan 28
In Progress 16
Legal review of consent records
Compliance · DP-001
Crit
LG
Legal
40%
Automated MDM dedup job
Data Quality · DP-002
High
DE
Data Eng.
67%
PII masking rules in pipeline
Compliance · INI-2024-001
Crit
DE
Data Eng.
25% — Drifting
Blocked 2
Schema rollback — financial feed
Lineage · INI-2024-004
High
🚫 Waiting on DBA approval
DA
Data Arch.
Blocked 3d
Privilege revocation — 12 accounts
Access Ctrl · INI-2024-003
High
🚫 Manager sign-off pending
SA
Sec. Admin
Blocked 1d
Completed 10
Define survivorship rules — MDM
Data Quality · DP-002
Med
DQ
DQ Lead
✓ Jan 10
Data retention audit — 3 datasets
Compliance · INI-2024-006
Low
DC
Custodian
✓ Jan 8
Access review — HR group
Access Ctrl · INI-2024-003
Med
SA
Sec. Admin
✓ Jan 6
Execution TimelineQ1 2025
Week
Month
Quarter
Jan W1
Jan W2
Jan W3
Jan W4
Feb W1
Feb W2
Legal Review (DP-001)
Legal Review
User Notification (DP-001)
Comms
MDM Dedup Job (DP-002)
Automated Dedup
Manual Stewardship (DP-002)
Stewardship
Privilege Revocation (IAM)
IAM
PII Pipeline Fix (INI-001)
Pipeline Remediation
EffectivenessIQ — Outcome Intelligence
Measure governance impact. Validate policy effectiveness. Close the learning loop with every outcome.
KPI PerformanceQ4 2024
Compliance Score
84%
/ 90% target
↑ 3% vs last quarter
Policy Adherence Rate
91%
/ 95% target
→ Stable, 2 policies underperforming
Data Quality Index
72%
/ 85% target
↓ 5% — MDM duplication impact
Issue Resolution Time
4.2d
/ 7d SLA
↑ 38% faster than SLA target
False Positive Rate (AI)
6%
/ 10% threshold
↓ 4% model improvement this cycle
Cost Avoidance (Est.)
$2.4M
/ $3M target
Based on avoided regulatory fines
Compliance Trend12 months
Continuous Learning Flywheel
🔍
Detect
23 signals detected this cycle · AI precision: 94%
94%
↓
⚖
Decide
11 decisions made · Avg confidence: 87%
87%
↓
⚡
Act
38 tasks · SLA compliance: 91% · 2 blocked
91%
↓
🔁
Recalibrate
8 outcomes labeled · Model drift prevented
100%
Outcome Attribution8 Outcomes
OutcomeLinked DecisionTeamAttributionROIStatus
MDM duplication reduced by 67%
 DP-002
DQ
DQ Team
91%
 $420K Validated
Access rights right-sized for 47 accounts
 DP-003
SA
Sec. Team
84%
 $180K In Review
GDPR penalty risk reduced — consent fix
 DP-001
PO
Privacy
76%
 $1.8M* Projected
AI Performance MetricsModel Health
Decision Accuracy
91%
↑ 3% vs last cycle
False Positive Rate
6%
↓ 4% — improving
False Negative Rate
9%
→ Stable, target <5%
Recommendation Adoption
78%
↑ 6% this quarter
Human Override Rate
14%
↓ 8% — model improving
Model Drift Status
None Detected
Last check: 2h ago
Learning Feedback Loop — Active
🔁 8 outcomes fed back to TrendIQ model weights
⚖ 3 decisions adjusted in DecisionIQ confidence baselines
👥 2 team scores updated in ActionIQ recommendation logic
Executive Intelligence SummaryBoard-Ready
78
Maturity Score
↑ 6 pts vs Q3
Cost Avoidance
$2.4M
Est. regulatory fine avoidance Q4
Risk Reduction
34%
Governance risk score vs baseline
Decisions Made
47
This quarter · 91% accuracy rate
Cross-Department Governance Performance
Legal & Compliance
91%
Data Engineering
84%
Finance & Risk
79%
Security & IAM
76%
Product & Analytics
62%
Supply Chain
58%
Quarterly Decision Effectiveness Trend
Q1 '24
69%
Q2 '24
74%
Q3 '24
79%
Q4 '24 ▲
91%
AI Intelligence
Live
⚠ Risk
PII exposure in analytics pipeline has a 94% breach probability if unmitigated within 48h. GDPR Article 33 notification window may trigger.
Confidence94%
Recommend
Assign Data Quality Lead to lead MDM deduplication. Historical success rate on similar initiatives: 89%. Current workload: moderate.
Match Score89%
⏱ SLA Alert
PII masking pipeline task is drifting. At current velocity, it will miss the Jan 15 deadline by ~6 days. Recommend resource reallocation.
Delay Risk81%
Insight
Compliance score dropped 8% in Q4 driven primarily by 2 failed GDPR audits. Pattern suggests policy refresh cadence insufficient at current 30-day interval.
Confidence77%
Pattern
3 consecutive data quality signals from the CRM domain in 14 days. Correlated with recent API version upgrade. Root cause likelihood: 83%.
Correlation83%
Human Validation Loop
✓ Action completed