EMSTEEL · Digital Operations Command Centre

Exec View

AED 2.1M monthly exposure. A single approved action closes this and removes 3 correlated risks.

Plant 2 is the only active critical incident. Board-ready decision: approve RefleX recovery or escalate for 12-minute resolution.

Last 60 min

↑ +340%Telemetry queue depth

↓ −8%Plant 2 throughput

↑ +AED 1,540/hrCloud cost rate

↑ +4 accountsOperator access failures

↑ +10Correlated AI signals

Situation Summary

CriticalINC-EMST-2026-0625-PLANT2

Current Situation: Plant 2 production efficiency down 8%
Root Cause: Duplicate telemetry stream from PLC-GW-AUH-P2-RL2-07 saturated Azure IoT Hub, causing an 8-minute data lag across the production analytics pipeline.
Business Impact: AED 2.10M monthly risk · AED 185.0K this shift
Recommended Action: Scale IoT Hub ingestion tier (S2 → S3) and restart Databricks pipeline — auto-execute available.
Recovery Estimate: 12 minutes

Hot Strip Mill / Rolling Line 2·Abu Dhabi Industrial City·Started 2026-06-25 06:40 GST·Owner: Plant Operations·Detected by G10X Operations Intelligence

Plant 2 Production Recovery

Open in RefleX

Production Exposure

AED 2.10M

monthly · Plant 2 active

This Shift

AED 185.0K

financial impact · accruing

Output Loss

142 t/day

below target · Rolling Line 2

Correlated Signals

across 8 systems · 46 min

Correlation Timeline

G10X AI correlated 10 signals across 8 systems in 46 minutes

06:40
GST
06:46
GST
06:51
GST
06:58
GST
07:04
GST
07:11
GST
07:18
GST
07:26
GST

Cross-Domain Impact Matrix

One incident — five domains affected simultaneously

Domain	Factory	Azure	Microsoft	Security	FinOps
Impact	Rolling Line 2 output at 1,640 t/d — 8% below shift target	IoT Hub saturated; Databricks and Event Hubs lagging	Power BI stale; Teams alerts suppressed	Privileged sign-in anomaly; shift supervisor Entra ID failures	AED 1,540/hr anomaly
Severity	Critical	High	Medium	Medium	Medium
AED Risk	AED 2.1M/mo	AED 47K/mo	Indirect	Indirect	AED 720K/yr
Recovery Path	IoT Hub scale → pipeline restart	S2 → S3 tier upgrade	Dataset refresh (auto)	CA policy review	Disable duplicate route

Business Impact Assessment

AED 2.10M

Monthly production risk

Shift ImpactAED 185.0K

Production Loss142 t/day

Recovery Window12 minutes

Customer Delivery RiskMedium

SLA at RiskYes

Safety ImpactLow

If unresolved before the next production shift, downstream cold rolling and finishing schedules at Mussafah Integrated Steel Complex slip, putting AED 2.1M/month of contracted volume at risk. Estimated current-shift impact: AED 185K.

Recovery Command Centre

12 min estimated total recovery path · auto-execute available for 4 of 6 actions

Restart Databricks job steel-prod-telemetry-transform

OwnerData Platform

ETA5 min

Open in RefleX

Refresh Power BI production dataset

OwnerData Platform

ETA3 min

Open in RefleX

Create ServiceNow / Jira incident for permanent RCA

OwnerIncident Commander

ETA2 min

Open in RefleX

Answers:What happens to production risk and incident severity if remediation is delayed?

Incident Risk Forecast·91% confidence·Recovery forecast adjusted for active RefleX operation OPS-REFLEX-2026-0625-001

Historical

Recovery forecast

Cost of inaction

Current State

P1 incident active 4h 12min — escalation risk at 63% and rising

Projected Risk

Board-level escalation (>80% probability) within 2 hours without action

Cost of Inaction

AED 2.1Mfull incident costexponential

Recovery Forecast

Incident closed within 22 min of RefleX execution — P1 board escalation averted