DarkNOC Org

Organization Structure of Agents

Agentic NetworkResource Management

Manage and deploy AI agents with access to network realtime MCPs, Digital Twins and standardized APIs. Plug them into DarkNOC's conversational, ambient, and cooperative AI apps through AG-UI interfaces while enabling direct agent-to-agent collaboration.

41 Available Agents
AG-UI Compliant
Standardized Interfaces
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Showing 41 of 41 agents

R
Resource
RAN

Radio Optimization Panel

Auto-balancing power, tilt, and frequency for efficient spectral reuse across RAN infrastructure

Protocol

state-sync

Use Case

Optimization
C
Service
Resource

Capacity Forecaster

Predicts capacity shortfalls with AI and suggests optimization plans for network resources

Protocol

intent-dispatch

Use Case

Forecasting
E
Resource
Core

Energy Optimization Assistant

Minimizes energy usage based on traffic patterns, time-of-day analysis, and cooling models

Protocol

state-sync

Use Case

Energy
N
Network
Analytics

Network Monitor Pro

Real-time network monitoring and analytics with AI-powered insights

Protocol

state-sync

Use Case

Monitoring
S
Service
Automation

Service Orchestrator

Automated service deployment and lifecycle management

Protocol

intent-dispatch

Use Case

Orchestration
R
Resource
Analytics

Resource Optimizer

AI-driven resource allocation and optimization engine

Protocol

pattern-match

Use Case

Optimization
R
RAN
Analytics

RAN Performance

Radio Access Network performance monitoring and optimization

Protocol

state-sync

Use Case

Optimization
C
Core
Automation

Core Network Manager

5G core network management and automation suite

Protocol

intent-dispatch

Use Case

Orchestration
O
OSS
Analytics

OSS Intelligence

Operational Support Systems with predictive analytics

Protocol

pattern-match

Use Case

Forecasting
E
Resource
Analytics

Energy Saver

Network energy consumption optimization and monitoring

Protocol

state-sync

Use Case

Energy
S
Service
Analytics

SLA Guardian

Service Level Agreement monitoring and enforcement

Protocol

pattern-match

Use Case

SLA
F
Network
Analytics

Fault Detective

Automated fault detection and root cause analysis

Protocol

pattern-match

Use Case

Faults
S
Security
Analytics

Security Sentinel

Network security monitoring and threat detection

Protocol

pattern-match

Use Case

Monitoring
C
Customer
Analytics

Customer Experience

End-to-end customer experience monitoring and analytics

Protocol

state-sync

Use Case

Monitoring
R
Network
Analytics

RCA Master

Advanced root cause analysis with machine learning

Protocol

intent-dispatch

Use Case

RCA
S
Product
Service

SLA-Aware Slice Manager

Creates, scales, and monitors network slices per SLA using real-time traffic analysis

Protocol

intent-dispatch

Use Case

SLA
F
OSS
RCA

Fault Pattern Recognizer

Detects recurring fault clusters and predicts next likely impact using ML algorithms

Protocol

pattern-match

Use Case

Faults
R
OSS
RAN

Root Cause Investigator

Agent traces fault origins across topology using LangGraph flows and correlation analysis

Protocol

trace-flow

Use Case

RCA
D
OSS
NOC

Disaster Impact Mitigation Agent

Responds to flood, fire, outage inputs with resource rerouting plans and emergency protocols

Protocol

emergency-trigger

Use Case

Emergency
S
Security
Service

Security Guard Copilot

Monitors anomalies, triggers countermeasures, and validates workflows using LLM assistance

Protocol

threat-detect

Use Case

Security
D
OSS
RAN

Digital Twin Visualizer

Live visualization of predicted vs. actual network behavior with 3D topology mapping

Protocol

twin-sync

Use Case

Visualization
B
RAN
Transport

Backhaul Congestion Alleviator

Suggests topology reconfiguration based on predicted congestion patterns and traffic flow

Protocol

congestion-predict

Use Case

Optimization
I
RAN

Interference Resolver

Detects and fixes co-channel or adjacent channel interference using automated RF optimization

Protocol

interference-detect

Use Case

Optimization
I
Customer
Device

IoT Device Troubleshooter

Interacts with customer IoT endpoints for diagnostics, reset procedures, and connectivity issues

Protocol

device-query

Use Case

Troubleshooting
N
Common

Network Health Summary Agent

Rolls up KPI statistics across domains with LLM-powered natural language summaries

Protocol

kpi-aggregate

Use Case

Monitoring
S
SLA
Ops

SLA Breach Explainer

Visual and narrative explanation of causes behind SLA violations with remediation suggestions

Protocol

breach-analyze

Use Case

SLA
E
NOC
Transport

Emergency Routing Planner

Suggests traffic rerouting under emergency conditions with real-time path optimization

Protocol

emergency-detect

Use Case

Emergency
P
OSS
Inventory

Predictive Equipment Replacer

Detects end-of-life risk and suggests just-in-time replacements with inventory optimization

Protocol

eol-predict

Use Case

Maintenance
S
OSS

Self-Healing Trigger Manager

UI to approve, deny, or configure self-healing triggers from autonomous agents

Protocol

healing-request

Use Case

Automation
H
HITL

Human-in-the-loop Escalation UI

Queue of agent proposals for SME validation with context and recommendation scoring

Protocol

escalation-queue

Use Case

Escalation
E
Edge
IoT

Edge Device Monitoring Console

Real-time panel for remote edge AI performance monitoring and failure detection

Protocol

edge-monitor

Use Case

Monitoring
K
Ops

KPI Drift Monitor

Detects KPI drifts and suggests parameter resets with trend analysis and alerting

Protocol

drift-detect

Use Case

Monitoring
S
RAN
RF

Spectrum Analyzer AI

AI-powered spectrum analysis with interference detection and frequency optimization recommendations

Protocol

spectrum-analyze

Use Case

Optimization
C
Customer
Service

Customer Experience Optimizer

Analyzes customer journey data to optimize service delivery and reduce churn risk

Protocol

experience-analyze

Use Case

Experience
N
Service
Slice

Network Slice Designer

Visual slice design tool with automated resource allocation and SLA validation

Protocol

slice-design

Use Case

Design
A
OSS
Analytics

Anomaly Pattern Library

Searchable library of network anomaly patterns with ML-based pattern matching

Protocol

pattern-match

Use Case

Anomaly
S
Service
Customer

Service Impact Analyzer

Real-time analysis of service impacts from network events with customer notifications

Protocol

impact-assess

Use Case

Impact
N
Network
Transport

Network Topology Explorer

Interactive network topology visualization with path tracing and impact analysis

Protocol

topology-explore

Use Case

Visualization
C
Security
Config

Configuration Validator

Validates network configurations against best practices and security policies

Protocol

config-validate

Use Case

Validation
S
Service
Catalog

Service Catalog Manager

Visual editor for service catalog with dependency mapping and version control

Protocol

catalog-edit

Use Case

Management
C
Security
Compliance

Compliance Monitor

Monitors network configurations and operations for regulatory compliance

Protocol

compliance-check

Use Case

Compliance