AI Advisor
Operations

Network Dashboard

Live health of the Fifth Settlement 5G/6G access network — anchored on 2600 MHz with mmWave and Sub-THz overlays.

Active scenario
Local session (not signed in)
0 actions applied · 0 reports saved
Active sites
321
2600 MHz + mmWave + THz
Monitored users
420
avg SINR 5.4 dB
Congested cells
16
305 healthy
Weak users
348
avg RSRP -100 dBm
Recommended sites
23
AI Site Planning
RIS placements
8
passive NLOS assist
Energy savings
3.1%
12.1 kW / 394.5 kW
Transport bottlenecks
0
321 links checked
Cell utilization
321 cells
Cairo Festival City 2600MHz #1 · 2600MHz63%
Investors Blocks 2600MHz #2 · 2600MHz70%
AUC Ring 2600MHz #3 · 2600MHz97%
Cairo Festival City 2600MHz #4 · 2600MHz100%
Business Hub 2600MHz #5 · 2600MHz100%
Cairo Festival City 2600MHz #6 · 2600MHz70%
Investors Blocks 2600MHz #7 · 2600MHz100%
Cairo Festival City 2600MHz #8 · 2600MHz100%
Security posture
SDN monitor
Signaling storm
82 users · residual 18%
high
Fake UE / Sybil
17 users · residual 9%
medium
Handover abuse
23 users · residual 7%
low
Suspected jamming (28 GHz)
40 users · residual 14%
medium
AI Toolkit

16 planning & optimization modules

01
Site Planning
Recommend new macro / small cells / RIS
Open
02
Weak Zone Detector
Classify weak users by RSRP / SINR / NLOS
Open
03
RIS Optimizer
Reflection panel placement for NLOS
Open
04
Band Selection
2600 / 28 / 70 / 140 / 300 GHz assignment
Open
05
Coverage Need
Random-forest coverage need scoring
Open
06
Capacity Demand
Predict congested cells
Open
07
Handover Optimizer
Ping-pong, late HO, TTT / hysteresis
Open
08
Beam Management
Beamwidth / switching / failure recovery
Open
09
Propagation Model
UMa / UMi / CI / rain / molecular
Open
10
Equation Checker
FSPL, TDD, overhead sanity
Open
11
What-if Simulator
Growth × mmWave × RIS × THz scenarios
Open
12
Energy Optimization
Sleep cells, keep 2600 MHz anchor
Open
13
Security & SDN
Signaling storms, DDoS, fake UE
Open
14
Backhaul Planner
Fiber / 70 GHz / IAB transport
Open
15
Engineering Assistant
LLM Q&A on upgrade decisions
Open
16
Financial Planning
CapEx, OpEx, ROI, NPV, payback for new cells
Open
17
Model Registry
Governance, dataset, validation
Open