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Cross-System AI Aggregation Fabric
National OperatorMENA2025LLM · Agents · MLOps
Horizontal AI fabric unifying CCTV, BMS, SCADA, ITS, telecom and identity signals into governed copilots and decision engines for operations.
ROI
−41% MTTR
Scale
27 systems unified
Stack
LLM · Agents · MLOps
Key outcomes
- 41% faster mean time to resolution
- Single copilot across 14 ops teams
- Full audit trail and policy-as-code
Technology stack
LLM orchestrationVector retrievalMLOpsPolicy guardrails
Programme structure
Phased delivery, single accountability
- 01
Discovery
Weeks 1–4Stakeholder workshops, current-state audit and success metrics.
- 02
Design
Weeks 5–12Reference architecture, LLD, BOQ and integration contracts.
- 03
Build
Months 3–9Hardware installation, software configuration and progressive FAT/SAT.
- 04
Cutover
Final weeksEnd-to-end testing, operator training and hyper-care.
- 05
Operate
Ongoing24/7 NOC/SOC, AMC and continuous improvement.
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