IntelligenceIQ › Dashboard
Enterprise Intelligence · Midstream
Integrity Intelligence Overview
Real-time view of pipeline and facility risk signals, active initiatives, and learning outcomes
〜
TrendIQ
Sense · 14 signals
›
◑
DecisionIQ
Decide · 7 reviews
›
⚡
ActionIQ
Act · 23 tasks
›
↗
EffectivenessIQ
Learn · 6 closed
Active Initiatives
31
↑ 4 this week
High-Risk Segments
8
↑ 2 new
HITL Pending Review
7
Avg wait: 2.4h
Model Accuracy
94.2%
↑ +3.1% vs last cycle
🏗 Initiative Pipeline
Active initiatives across integrity domains
All (31)
Corrosion (9)
Leak (7)
Inspection (8)
Compliance (7)
Initiative Domain Priority Owner Status Progress
Segment 14-C Corrosion Escalation Corrosion ● Critical R. Torres In Review
68%
Pump Station 7 Vibration Anomaly Equipment ● High K. Patel In Progress
45%
ILI Anomaly Cluster — NGL Line B Inspection ● High M. Singh Pending HITL
22%
Pressure Transient — Valve Group 3 Leak Risk ● Medium J. Williams Under Review
55%
Quarterly DOT Reporting Gaps Compliance ● Medium L. Chen Completed
100%
⚠️ Critical Alerts
Requires immediate HITL review
🔴 Wall loss >30% — Seg 14-C, Mile 82.4
🔴 Unconfirmed pressure drop — Line B, km 41
🔵 ILI data ingestion complete — 3,400 joints
📊 Domain Performance
Effectiveness vs. last quarter
DOMAIN ΔKPI
Corrosion Pred.
+22%
Leak Detection
-38% FP
Inspection
+31%
Compliance
+45%
TrendIQ · Sense & Detect
Integrity Signal Feed
AI-detected anomalies from ILI data, SCADA sensors, GIS, corrosion logs, and maintenance systems
Total Signals
14
↑ 4 new today
Critical
3
Immediate review
High
5
24h window
AI Confidence Avg
88%
↑ +2% vs last cycle
Initiatives Created
9
This week
📡 Live Signal Feed
Signals from pipeline network, facilities, ILI, GIS, and enterprise systems
All (14)
Corrosion (5)
Leak Risk (4)
Equipment (3)
Compliance (2)
🔍
Wall Loss Anomaly — Segment 14-C, Mile 82.4
ILI Run · NGL Line B · Detected 2h ago
Critical ILI Wall Loss 34% New Pattern
Pressure Drop Sequence — Valve Cluster 3, km 41
SCADA · Crude Oil Main · Detected 4h ago
Critical Leak Risk ΔP -12 psi
Vibration Spike — Compressor C-07, Midpoint Station
Facility Telemetry · Station M · Detected 6h ago
High Vibration RUL Est. 18 days
Corrosion Rate Acceleration — Segment 8-A (External)
CP System + Soil Data · Gas Pipeline · Detected 9h ago
High Corrosion Rate 3.2 mpy
Flow Imbalance — Metering Station 4, NGL System
SCADA · NGL Network · Detected 11h ago
Medium Leak Risk Δ Flow 0.8%
Inspection Overdue — 47 High-Risk Segments
PODS / Compliance · Multiple Lines · Detected today
Medium Compliance DOT Part 195
AI · TrendIQ Owner Recommendation
Wall Loss Anomaly — Seg 14-C
Confidence
91%
Suggested Owner
RT
R. Torres
VP Integrity Engineering
Reasoning
  • Owns NGL pipeline integrity portfolio
  • Led similar ILI anomaly review in Q2
  • Domain: inline inspection + corrosion
📈 Signal Trend — 7 Days
Mon Today
🔗 Signal Sources
ILI / PODS 5
SCADA 4
Facility Telemetry 3
GIS / Environmental 2
DecisionIQ · Reason & Plan
Initiative Workspace
Decompose initiatives into executable tasks with AI-powered owner recommendations and explainable risk scoring
ACTIVE INITIATIVE
Wall Loss Anomaly — Segment 14-C
NGL Line B · Mile 82.4 · Initiated by TrendIQ signal
● Critical
Impact Score: 94/100
Objective
Confirm corrosion severity and assess failure risk on Segment 14-C, NGL Line B
Initiative Owner
RT
R. Torres
VP Integrity Eng.
Target Date
Mar 24, 2026
8 days remaining
📋 Task Planning Panel
AI-decomposed tasks for this initiative
Review ILI run data — Segment 14-C anomaly clusters
Integrity Data Analyst · Est. 4h
MS
M. Singh · AI Suggested: 89%
In Progress
Run corrosion growth model — external + internal comparison
Corrosion Engineer · Est. 6h
KP
K. Patel · AI Suggested: 82%
Ready
Schedule targeted inline inspection — confirm anomaly extent
Inspection Coordinator · Est. 2h scheduling
JW
J. Williams · AI Suggested: 76%
Awaiting
Prepare failure probability report for engineering leadership
Integrity Manager · Est. 3h
RT
R. Torres · Initiative Owner
Backlog
AI · DecisionIQ Risk Assessment
78
RISK
Failure Probability
30-day horizon
34%
90-day horizon
61%
Reasoning Trace
  • Wall loss 34% exceeds API 579 threshold at this pressure rating
  • External corrosion rate 3.8 mpy — accelerating vs prior ILI
  • No cathodic protection readings in adjacent segments for 14 months
  • Soil type: high-chloride clay — elevated external corrosion risk
POLICY CHECK
⚠ Tier-2 Review
REGULATORY
DOT-195 ✓
📂 Similar Past Initiatives
Seg 11-B ILI Anomaly, Q2 2025
Wall loss 28% · Resolved via targeted dig
Outcome: Confirmed corrosion · Model improved
Seg 9-A Anomaly Cluster, Q4 2024
Wall loss 29% · False positive after dig
Outcome: Manufacturing defect (not corrosion)
ActionIQ · Execute & Act
Execution Kanban
Track task execution across initiatives with AI-optimized workflow recommendations and escalation management
Tasks In Progress
23
↑ 3 from yesterday
Blocked
4
Awaiting data / approval
SLA At-Risk
2
Due in <48h
Completed (7d)
18
↑ +6 vs prior week
🏗 Initiative Board
Drag initiatives across stages
Open4
Flow Imbalance — Meter Sta. 4
NGL Network · Leak Risk
● Medium
JW
Seg 8-A External Corrosion Rate
Gas Pipeline · Corrosion
● High
MS
In Progress3
Wall Loss — Segment 14-C
NGL Line B · ILI + Dig
68% complete
● Critical
RT
Compressor C-07 Vibration
Midpoint Station · Equipment
45% complete
● High
KP
Completed6
DOT Compliance — Q4 Reporting
Regulatory · Compliance
Done Mar 10
LC
Valve Cluster 3 Pressure Review
Crude Oil Main · Leak Risk
Done Mar 12
JW
📌 Task Board — Wall Loss: Segment 14-C
Task-level execution view for active initiative
Backlog2
Prepare leadership failure probability report
Owner: R. Torres
● Med
RT
Drop task here
Ready1
Run corrosion growth model — int/ext comparison
Owner: K. Patel · Est. 6h
AI: Pull GIS soil data first
● High
KP
In Progress2
Review ILI anomaly clusters — Seg 14-C
Owner: M. Singh · Started 2h ago
● Crit.
MS
Blocked1
Schedule targeted inspection — confirm anomaly extent
Owner: J. Williams
⚠ Awaiting ILI data clearance
● High
JW
Completed0
No completed tasks yet
EffectivenessIQ · Measure & Learn
Outcome Dashboard
Measure initiative outcomes, close the learning loop, and feed validated signals back into TrendIQ models
Initiatives Closed
6
↑ 2 this week
Corrosion Model Acc.
94.2%
↑ +3.1%
Leak FP Reduction
-38%
vs. static rules
Labels Captured
2,847
Ground truth data
Model Drift Events
Zero
Optimal
📊 Before / After Analysis
Performance delta across closed integrity initiatives
Corrosion Prediction
BEFORE
68%
Detection accuracy
AFTER
94.2%
+26.2 percentage points
Leak Detection — False Positive Rate
BEFORE
8.3%
False positive rate
AFTER
5.2%
-38% reduction
Inspection Resource Allocation
BEFORE
Fixed
Schedule-based
AFTER
+31%
Risk-based efficiency gain
🧠 Human Feedback Inputs
SME annotations feeding AI model recalibration
✓
Confirmed: Seg 11-B corrosion — actual dig result
Wall loss confirmed at 31% · External corrosion as predicted · Label: True Positive
Mar 12, 2026 · R. Torres
△
Corrected: Seg 9-A — manufacturing defect, not corrosion
AI misclassified pipe defect as corrosion anomaly · Model updated with manufacturing signature pattern
Mar 8, 2026 · K. Patel
≈
Noted: Compressor C-04 vibration — operational cause
Signal triggered by flow rate change during pigging — not equipment degradation · False alarm label added
Mar 5, 2026 · M. Singh
!
Escalated: Valve 3 pressure drop — model threshold too low
Sensitivity threshold adjusted from 0.5% to 0.8% flow delta to reduce false leak alerts during startup events
Mar 3, 2026 · J. Williams
🔄 Compliance Tracker
Ongoing regulatory compliance status
📋
DOT Part 195 — Hazardous Liquid
47 inspections due · 12 overdue
74%
🛡
DOT Part 192 — Natural Gas
All inspections current
96%
📁
API 1160 — IMP Documentation
2 records pending engineer sign-off
88%
🔁 Learning Loop Active: 85% of accuracy gains attributed to EffectivenessIQ feedback. 2,847 unique ground-truth labels captured. Zero model drift events this cycle.