LAYER 01
Design Intent
0 of 5 inputs processed
Knowledge Documents
0 files
High-Level Design
HLD document (PDF, DOCX)
Low-Level Design
LLD document (PDF, DOCX)
SOPs & Runbooks
Operational procedures
Network Data
0 files
Subnet & IP Plan
CSV, XLSX — subnet definitions
Sites Data
Location, criticality, business function
Declared Tooling Stack
From architect intent
Service edges · PE routers
⬡Cisco IOS-XRNCS 5500 · 57xx · 14 PEs
Backbone transit · P routers · Peering
⬢Juniper JunosPTX10008 P · MX10008 PEER
Route Reflectors (vendor-diverse)
⬡Cisco IOS-XRRR1-LON1
⬣Nokia SR OSRR2-FRA1 · 7750
Optical line systems
✦Ciena 6500LON-FRA
✦InfineraAMS
✦ADVAPAR-MAN
EMS · NMS · ITSM
🖥Cisco EPN Manager
🖥Juniper Paragon
⚙IBM Netcoollegacy · migrating
🎫ServiceNowCHG · INC · CMDB
All vendor APIs polled by LinkEye Collector (gNMI / NETCONF / SNMP). EMS data ingested for correlation. Any divergence between declared intent and observed reality becomes a drift finding.
Architect Intelligence Chat
AI-guided
Design Intent Knowledge Graph
building…
0
Sites
0
Services
0
Subnets
0
Relations
Upload documents or chat to build graph
Site
Service
Business Function
Critical
Subnet
LAYER 02
AI Network Bridge
Initializing polling engine…
Polling Engine
Overall collection
0%
0
Devices
0
Sources
0
Metrics/s
0
Events
Live Topology Graph
Building current state…
0 nodes
Polling initializing…
Healthy
Warning
Critical
External Source
Collection Evolution
Phase 1 — Discovery
SNMP/SSH sweep of all declared subnets. Device inventory established.
Phase 2 — Telemetry Expansion
gNMI streaming enabled on supported devices. NetFlow/IPFIX activated on edge routers.
Phase 3 — Controller Integration
Meraki, Cisco DNA Center APIs polled. Wireless client & AP data ingested.
Phase 4 — Extended Sources
APM, SIEM, DDI integrations activated based on discovered services.
External Integrations
Collection Insights
Awaiting data…
LAYER 03
Onboarding Intelligence
Contextual data sources integrated
Context Sources14 integrated
ITSM · Customer Tickets
ServiceNow
CHG · INC · CMDB · customer tickets
CMDB CIs~3,800 backbone + customer
CHGs (24h)7 · 2 caused findings
Open INCs5 (F1 · F3 · F5 · F7 · MW)
LinkEye-native telemetry
LinkEye Data Collector
Unified ingest · multi-vendor
Devices polled~30 (5 POPs)
ProtocolsgNMI · NETCONF · SNMP
Snapshot cadence30s state · 5min config
LinkEye BGP Monitor
BMP · BGP-LS observation
eBGP sessions14 monitored
iBGP sessions~70 monitored
Drift detections (24h)2 · F1 + F3
LinkEye Customer SLA Probe
CPE-side synthetic probes
CPEs probed~2,400 customer VRFs
Probes / hr~144k
SLA-affected now1 · cust-12345 (F3)
LinkEye IPFIX Aggregator
Flow telemetry · sampled 1/1000
Ports monitoredpeering + customer-facing
Used by F6capacity forecast modeling
Vendor APIs · Multi-vendor
gNMI · Cisco IOS-XR
14 PEs + RR1-LON1 · streaming
Devices15 · NCS 5500 + 57xx
Subscriptions~600 active
Data rate~12 MB/min
NETCONF · Juniper Junos
P-routers (PTX) + peering edges (MX)
Devices8 · 5 PTX + 3 MX
Config changes (24h)3
TE tunnels tracked~140
Nokia SR OS · NETCONF
RR2-FRA1 · vendor-diverse
iBGP clients8 (was 18 · F2)
BGP CPU12%
EMS · NMS
Cisco EPN Manager
EMS · IOS-XR estate
Devices covered15 IOS-XR
Alarms (24h)1,847
Auto-suppressed1,802 · 97.6%
IBM Netcool (legacy)
NMS · being migrated to LinkEye
Raw alarms (24h)~4,247
After correlation8 findings · 99.8% reduction
Optical EMS
Ciena 6500 Optical EMS
LON-FRA long-haul
Channels monitored88
Pre-FEC trending1 · channel 41 · F4
External · control plane
External BGP Looking Glass
route-views + 4 public LGs
Used by F1prefix-leak external verification
RPKI Validator (Routinator)
ROA + ASPA validation
ROAs ingested~480k
Invalid blocked (24h)~80
PTP / SyncE Monitor
Time-sync telemetry
Grandmasters2 · LON1 + FRA1
Slave nodes42 across backbone
GM failovers (24h)3 · F5 finding
Operational Knowledge Graph
0 nodes
Loading operational context…
Site / NOC
Device (13 managed)
Service / DEX / Tool
Finding · CHG · INC
Architect (intent owner)
Recent IncidentsServiceNow · 24h
CHG-2026-5510
Peer-export policy edit on PEER-LON1 · caused F1 prefix leak
NT-2026-5511
External peer NOC ticket · "341k+ prefixes from your AS" · matches F1
TX-2026-9914
cust-12345 · branch-MAN cannot reach HQ subnet · matches F3
TX-2026-9920
cust-22810 · intermittent host service · matches F7 EVPN MAC mobility
TX-2026-9911
MNO customer · carrier-aggregation drops on 4 LON cells · matches F5
M-2026-0520-A
Maintenance window · PAR1 line-card swap · 487 alarms suppressed
Team & Ownership
NOC
NOC · 24×7
primary + DR site · follow-the-sun rotation
ARC
Network Architect
HLD / LLD owner · peering policy + RR design + optical thresholds
CAB
Change Advisory Board
7 CHGs reviewed (24h) · 1 leak post-mortem pending
Operational Memorylearned patterns
Active findings by domain
Peer-policy drift detection
F1
RR cluster balance · IGP-driven
F2
L3VPN VRF RT validation
F3
Pre-FEC BER trending (optical)
F4
PTP sync drift · backhaul
F5
Peering capacity forecast
F6
8 active findings across 6 operational domains. Alarm Correlator absorbed 4,247 raw alarms into these 8 actionable items (99.8% reduction).
LAYER 04
Semantic Tesseract
Fusing three knowledge graphs…
L01 · Design Intent Graph · 24 nodes
L02 · Telemetry Graph · 16 nodes
L03 · Onboarding Intelligence · 16 nodes
⟹
TESSERACT · 0 SEMANTIC ENTITIES
0 semantic edges
One entity · eight dimensions · everything connected
The three lower-layer graphs (declared intent, live telemetry, operational state) are fused into a single semantic model. Each entity — a device, site, service, person — is viewable across 8 dimensions simultaneously. Click any node to see what it was designed to be, what it's doing right now, who owns it, what depends on it, and what's gone wrong before — all in one view. This is what makes agentic reasoning possible.
⌘K
P1-LON1 · backbone P
cust-12345 L3VPN
LON1 POP
NOC L3 Backbone role
F1 · prefix-leak pattern
eBGP / iBGP control plane
Semantic Dimensions
8
Tesseract Graph
Overall view · all dimensions fused
0 entities
Initializing semantic fusion across Design Intent, Telemetry, and Onboarding Intelligence graphs…
Device
Site
Service
Person/Team
Business Fn
Click any node to explore across 8 dimensions
Entity — Tesseract View
select entity
◇
Search or click any entity in the graph to view it across all 8 semantic dimensions — Design, Telemetry, Operational, Protocol, Dependency, Risk, History, and Business meaning.
LAYER 05
MCP Layer — Intelligence Delivery
Exposing semantic intelligence to external agents
0
Requests / min
6
Active Consumers
14
Tools Exposed
42ms
p50 Latency
MCP Tools Exposed
14
MCP Gateway — Live Traffic
Semantic Tesseract → Consumers
Live Request Log
0 req/s
Active Consumers
6
Access Governance
policy
Authentication
OAuth 2.1 + mTLS
Rate limit
100 req/min per client
Audit logging
Enabled
PII redaction
Enabled
Scope enforcement
RBAC + tenant-scoped
Write operations
Require approval
LAYER 06
Agentic Layer — Autonomous Network Operations
Multi-agent orchestration over LinkEye MCP
Agent Operations
16
Outcomes & RCA
Network Timeline
9
Active Agents
8 findings investigated
Active investigations (24h)
active
A2A collaboration
3
Pending Approvals
Use-Case Agents
Purpose-built
16 agents
LLM Pool
Model routing
11 models
Agent Orchestrator
Live workflow
RUNNING
Agent-to-Agent Communication
Live inter-agent traffic
Shared Context
Via MCP
live
Current Finding
F1 · CRIT · 9.2 risk
eBGP prefix leak · PEER-LON1 → AS-XXXX · external peer NOC engaged
Context Shared Across Agents
entity.focus
PEER-LON1 + AS-XXXX session
semantic.dim
design, protocol, risk, history
drift.scope
341,820 prefixes leaked
owner
BGP Policy Agent
root.cause
CHG-2026-5510 · deny-clause removed
Human Approvals Required
Execute route-policy rollback on PEER-LON1 from pre-CHG snapshot — awaiting NOC L3 Backbone Engineer approval. Peer NOC informed.
8
Active Findings
surfaced from 4,247 raw alarms (24h)
2
Critical
prefix-leak F1 · L3VPN F3 SLA clock
3
Predicted (pre-failure)
optical · capacity · buffer trend
99.8%
Alarm Reduction Ratio
4,247 raw → 8 actionable findings
9.2
Highest Risk Score
F1 prefix leak · peer-relationship exposure
🔕 Alarm Reduction · last 24h
Alarm Correlator agent · live
Raw ingested
4,247
from EMS · NMS · syslog · probes
Duplicate-collapsed
2,318
60s correlation window
Maintenance-suppressed
487
MW M-2026-0520-A active
Root-cause symptoms
1,234
downstream of 8 findings
Pattern-suppressed
200
learned "no action needed"
8 actionable findings surfaced from 4,247 raw alarms (99.8% reduction). The platform shows the operator the causes, not the noise. Each finding below absorbs anywhere from 8 to 487 raw alarms — see per-finding "Alarm Correlator" entry in evidence trail.
Category
Status
All20
Active Drift12
Predicted5
Pattern3
Severity
All
Critical
High
Medium
Select a failure mode on the left to see the expected outcome, cause chain, and recommended resolution path.
OUTCOME → CAUSE → FIX
Scope
All Sites
AMER
EMEA
APAC
Data Centers
Window
24h
7d
30d
Layers
Config Changes
Drifts
Network Pulse
Issues
7
Config changes (24h)
4
Active drifts
3
Predicted (pre-failure)
5
Open ServiceNow INCs
42s
Median time-to-detect
Network event timeline
Last 7 days · all sites
Config change
Drift
Pulse anomaly
Issue / ticket