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LAYER 01 Onboarding Intelligence
0 of 4 inputs processed
Knowledge Documents 0 files
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High-Level Design
HLD document (PDF, DOCX)
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Low-Level Design
LLD document (PDF, DOCX)
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SOPs & Runbooks
Operational procedures
Network Data 0 files
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Subnet & IP Plan
CSV, XLSX — subnet definitions
🗺️
Sites Data
Location, criticality, business function
Architect Intelligence Chat
AI-guided
LE
Welcome, Architect.
I'm here to help build the onboarding knowledge graph for ABC Corp. Let's start with intent — tell me about the network you've designed. What is it built to support, and what are the most critical sites or services?
Onboarding Knowledge Graph building…
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Sites
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Services
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Subnets
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Relations
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Upload documents or chat to build graph
Site Service Business Function Critical Subnet
LAYER 02 Intelligent Data Collection
Initializing polling engine…
Polling Engine
Overall collection 0%
0
Devices
0
Sources
0
Metrics/s
0
Events
Active Collection Tasks
Live Topology Graph Building current state… 0 nodes
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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 Operational Intelligence Graph
Contextual data sources integrated
Context Sources
🎫
ServiceNow
ITSM · Incident & Change
LIVE
Open incidents14
Changes (7d)7
CMDB assets synced312
🔔
PagerDuty
On-call · Escalation
LIVE
Active on-callNOC-Team-2
Open alerts3
MTTA (7d avg)4m 12s
🏗️
Jira
Engineering · Workflow
LIVE
Infra issues open8
Sprint velocity42 pts
📧
Microsoft 365
User context · Org graph
SETUP
📊
Datadog
APM · Infrastructure
SETUP
Learned Playbooks4 active
BGP Session Drop
Reset peer → verify timer sync → escalate if persists
WAN Circuit Failover
Verify failover path → notify provider → update NOC
High CPU — Core Router
Check process table → ACL drops → engage TAC
Wireless Client Auth Failure
ISE policy check → RADIUS log → AP reassoc
Operational Knowledge Graph 0 nodes
🔗
Loading operational context…
Engineer/Team Incident Pattern Playbook Tool/Platform Device (operational)
Recent IncidentsServiceNow
INC0012458
Core router BGP flap — HQ to DC
P1 · 2h ago
INC0012441
Branch WAN circuit degraded (Mumbai)
P2 · 6h ago
INC0012399
DHCP pool exhaustion — VLAN 40
P2 · 1d ago
INC0012388
Wireless auth failure (10 clients)
P3 · 1d ago
INC0012301
NTP drift detected on 3 devices
P3 · 3d ago
Team & Ownership
RK
Rajesh Kumar
Lead Network Engineer · On-call
ONCALL
SP
Sandeep Pillai
NOC Team Lead · EMEA
AM
Anil Mehta
Network Architect · Design owner
Operational Memorylearned
Pattern frequency (90d)
BGP session drops 8×
WAN degradation 5×
Auth failures 3×
LAYER 04 Semantic Tesseract
Fusing three knowledge graphs…
L01 · Onboarding Graph · 24 nodes L02 · Telemetry Graph · 16 nodes L03 · Operational Graph · 16 nodes ⟹ TESSERACT · 0 SEMANTIC ENTITIES 0 semantic edges
⌕ ⌘K
CORE-RTR-01 ERP Service HQ Site Rajesh Kumar BGP Flap Pattern BGP Protocol
Semantic Dimensions 8
Tesseract Graph All-entity view 0 entities
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Initializing semantic fusion across Onboarding, Telemetry, and Operational graphs…
Device Site Service Person/Team Business Fn Click any node to explore across 8 dimensions
Entity — Tesseract View select entity
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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 Dashboard 16
⚠ Outcomes & Failure Modes 13
16
Active Agents
128
Tasks Completed (24h)
342
A2A Messages (1h)
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 Incident
INC-0012458 · P1
BGP session flap · CORE-RTR-01 ↔ ISP-A
Context Shared Across Agents
entity.focus CORE-RTR-01
semantic.dim protocol, risk
blast_radius 47 endpoints
owner Rajesh Kumar
pattern.match BGP-flap-×8
Human Approvals Required
Execute BGP clear neighbor on CORE-RTR-01 — awaiting on-call engineer approval via Slack.
13
Failure Modes Tracked
Drifts + predicted + historical
4
Active Risk
Currently affecting production
5
Predicted
> 60% likelihood in 30d
7
Auto-fixable
By agent, no human needed
₹4.2Cr
Risk Exposure
Revenue + compliance annualized
Type All13 Intent Drift5 Predicted5 Historical Pattern3
Severity All Critical High Medium
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Select a failure mode on the left to see the expected outcome, cause chain, and recommended resolution path.
OUTCOME → CAUSE → FIX