MISSION CONTROL
Outcomes & Agents
LIVE · streaming
Last 24h activity from the LinkEye agent fleet
47
Incidents resolved
last 24h · agent-led
$2.77M
Risk reduced
annualized · 30 outcomes tracked
47h
Operator time saved
this week · vs manual baseline
99.97%
Fleet availability
8 sites · current
3
Outages averted
predicted · fixed before user impact
Agent ↔ agent comms
live
A2A protocol · shared semantic context · auditable
Global activity
8 sites · 3 with active agent work
active agent work
active drift
investigating
on-intent
The agent fleet
9 specialist agents covering the operator's full job · each shows last-24h work and human-time saved
RCA Agent
Cause-chain investigator
Traces user-reported symptoms backwards to non-obvious root causes. Owns 12 of the last 24h findings.
12cases owned
14htime saved
Change Validation Agent
Post-deploy verifier
Triggers automatically when CHG records close. Validates declared intent vs observed reality. Caught 4 silent drifts.
18CHGs validated
9htime saved
Helpdesk Agent
L1 triage & clustering
Reads incoming tickets, clusters by symptom, escalates to the right specialist. Closed 38 tickets without escalation.
142tickets triaged
11htime saved
Governance Agent
Policy & SOC2 enforcement
Watches for policy drift, compliance evidence, and audit-trail completeness. Generated this week's SOC2 evidence pack.
3policy drifts caught
6htime saved
Config Drift Agent
Declared-vs-observed sweeper
Runs continuous diff between LLD intent and running configs. Caught the DSCP re-mark and ECMP hash drifts this week.
6drifts surfaced
8htime saved
Capacity Planning Agent
Forward-looking saturation
Watches utilization trends and predicts breach windows. Flagged 5 predicted-failure findings ahead of impact.
5predictions raised
3outages averted
Security Posture Agent
Exposure & vulnerability
Cross-references CVE feeds with running OS versions. Tracks shadow-SaaS adoption. Surfaced 2 critical patching gaps.
2CVEs flagged crit
4htime saved
Patch & Lifecycle Agent
OS, optic, & cert health
Tracks vendor lifecycle, EoL, certificate expiry, and proactive optic replacement. Pre-staged 4 maintenance items.
4items scheduled
5htime saved
Audit Agent
Evidence & attestation
Compiles SOC2 / ISO27001 evidence packs. Reconciles auditor-requested artifacts against the SIAA semantic graph.
1attestation pack
3htime saved
Runtime infrastructure
What keeps the agents safe, persistent, and accountable · click any tile for detail
Guardrails
Policies every agent must obey. Cannot deploy during freeze windows; cannot bypass change approvals; cannot read PII without scoped tokens.
14active rules
0violations today
Memory
Short-term context per investigation + long-term lessons. "This fix worked before for similar symptoms." Survives across sessions.
1.4Mtokens in shared ctx
42lessons learned
Approvals
Anything that writes to production routes through here. Agents propose, humans approve. SLA-tracked, audited, reversible.
3awaiting human
8moldest pending
Audit trail
Every decision, every tool call, every A2A message is recorded. Replayable for post-mortems. SOC2 evidence-ready.
8,420actions logged
100%replayable
Outcome highlights
Notable wins from the last 24h · click any card for the full RCA detail
CHANGE VALIDATION · CRIT
Zoom traffic re-routed by overly broad SD-WAN policy · 240 users restored
CHG-2940 was deployed to "force all internet traffic through inspection" — the policy was too broad and pulled SaaS through an NYC tunnel, costing 104ms of latency. DEX agents flagged the regression 18 min after deploy. Path Tracer confirmed the architectural drift in 6 min. Auto-rollback proposed, approved by NOC, executed.
CONFIG DRIFT · HIGH
Access-switch template stripped DSCP · 290 IP phones losing WAN priority
A CMDB-cleanup template push silently re-marked DSCP to default on every user port across 12 access switches. Voice still flowed — but lost priority on the WAN. Quality only degraded during busy windows. Config Drift Agent caught it during the daily declared-vs-observed sweep · 7 days later than ideal, but before any user-blocking incident.
CAPACITY · HIGH
ECMP hash narrowing collapsed backup flow to one uplink · SLA window blown
CHG-3091 narrowed the port-channel hash from 5-tuple to 3-tuple. The nightly backup is a single (src-IP, dst-IP) flow — under 3-tuple hashing, it deterministically pinned to one physical uplink at 94% while three peers sat at 12%. Stack-average looked healthy. Capacity Planning Agent saw the imbalance during its daily flow-balance sweep.
AGENT DETAIL
LINKEYE
SIAA
Semantic Infrastructure Abstraction for AI
The 5-layer engine that turns vendor configs, vendor logs, vendor telemetry, and operator intent
into a single semantic model agents can reason over. Every outcome on the previous screen was
produced by an agent walking down this stack.
L01
Design Intent
Architect declares what should be true. HLD, LLD, SOPs, tooling stack, IP plans, site criticality — ingested and parsed into structured intent.
→ produces: declared topology, declared service paths, declared SLAs
→
L02
AI Network Bridge
Multi-vendor data plane abstraction. gNMI, NETCONF, SNMP, syslog, sFlow, IPFIX, DEX endpoint telemetry — vendor differences erased, signals normalized.
→ produces: 17 polling sources, ~144k probes/hr, vendor-neutral signals
→
L03
Operational Knowledge
Operational context. ServiceNow tickets, CMDB ownership, Nautobot lifecycle, change records, on-call rosters — the who, what, when, why around every signal.
→ produces: 14 context sources, operational knowledge graph
→
L04
Semantic Layer
The keystone. Three lower graphs fused into one semantic model. Every entity — device, site, service, person, change, incident — viewable across 8 semantic dimensions.
→ produces: 62 entities · 8 dimensions · one queryable model
→
L05
MCP Layer
Tool surface. Exposes 14 MCP tools — query_entity, get_current_state, traverse_dependencies, check_intent_drift, get_blast_radius — that agents (and humans) call to reason over the semantic model.
→ produces: 14 MCP tools, OAuth+mTLS auth, RBAC-scoped access
→
↑
AGENTIC RUNTIME
Agents at work
9 specialist agents consume the MCP tool surface and produce the outcomes you saw on the previous screen. RCA, Change Validation, Helpdesk, Governance, Config Drift, Capacity, Security, Patch & Lifecycle, Audit.
Tap any layer to open it · or close this and return to Mission Control
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
NMS · Network monitoring
🗺NautobotSoT
🌅SolarWinds
📡LogicMonitor
🧭NetBrain
ITSM · Ticketing
🎫ServiceNowprimary
🎟Freshservice
🗂BMC Remedylegacy
Observability · Automation
📈Datadog
🔔PagerDuty
⚙️Ansible
These tools will be polled by Layer 02. Any divergence between what they declare and what LinkEye observes becomes a drift finding.
Architect Intelligence Chat
AI-guided
Onboarding 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
Operational Knowledge
Contextual data sources integrated
Context Sources12 integrated
ITSM · Ticketing
ServiceNow
ITSM · Incident & Change
Open incidents14
Changes (7d)7
CMDB assets synced312
PagerDuty
On-call · Escalation
Active on-callNOC-Team-2
Open alerts3
MTTA (7d avg)4m 12s
Jira
Engineering · Workflow
Infra issues open8
Sprint velocity42 pts
Freshservice
ITSM · SMB-focused
Open tickets31
Auto-resolved (7d)18
BMC Remedy
ITSM · Enterprise legacy
NMS · Network monitoring
Nautobot
NMS · Network source-of-truth
Devices in source-of-truth1,840
IP ranges tracked2,210
Bidirectional syncActive
SolarWinds NPM
NMS · Performance monitoring
Monitored nodes1,612
Active alerts23
Polling cadenceSNMP · 30s
LogicMonitor
NMS · SaaS observability
Resources monitored2,940
Datapoints/min42k
Anomalies (24h)7
NetBrain
NMS · Automation + diagnostics
Zabbix
NMS · Open-source monitoring
Observability · User context
Microsoft 365
User context · Org graph
Datadog
APM · Infrastructure
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 — NYC ↔ Lumen
INC0012441
Branch WAN circuit degraded (Mumbai)
INC0012399
DHCP pool exhaustion — VLAN 40
INC0012388
Wireless auth failure (10 clients)
INC0012301
NTP drift detected on 3 devices
Team & Ownership
RK
Rajesh Kumar
Lead Network Engineer · On-call
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 Layer
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
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
CORE-RTR-01
ERP Service
HQ Site
Rajesh Kumar
BGP Flap Pattern
BGP Protocol
Semantic Dimensions
8
Tesseract Graph
Overall view · all dimensions fused
0 entities
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
◇
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
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
Multi-agent orchestration over LinkEye MCP
Agent Operations
16
Outcomes & RCA
Network Timeline
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.
14
Failure Modes Tracked
Drifts + predicted + historical
5
Active Risk
Currently affecting production
5
Predicted
> 60% likelihood in 30d
7
Auto-fixable
By agent, no human needed
$5.0M
Risk Exposure
Revenue + compliance annualized
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
312
Config changes
5
Active drifts
14
Pulse anomalies
9
Correlated issues
4m 12s
Avg MTTD
Network event timeline
Last 7 days · all sites
Config change
Drift
Pulse anomaly
Issue / ticket