AI Network Assurance

The Network That Heals Itself.

AssureMesh detects anomalies, predicts failures 48 hours ahead, and remediates automatically — before your customers notice.

2.8sAvg Resolution
94%Auto-Remediation
10k+Devices Managed
assure.mesh / network-topology Live
11 nodes · 14 edges · 3 tenants All systems operational
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Predictive Analytics Real-Time Monitoring Auto-Remediation BGP Fault Detection Risk Scoring Engine Claude AI Diagnosis gRPC Edge Agents Multi-Tenant Isolation Predictive Analytics Real-Time Monitoring Auto-Remediation BGP Fault Detection Risk Scoring Engine Claude AI Diagnosis gRPC Edge Agents Multi-Tenant Isolation
0%
Uptime SLA
0ms
Detection Latency
0%
Auto-Remediation Rate
0k+
Devices Under Management
01 — Predictive Analytics

Failures forecasted 48 hours early

Least-squares regression across your VictoriaMetrics time-series — CPU, memory, BGP prefix counts, interface errors — projects every metric forward. AssureMesh fires a pre-fault alert before any service impact, with Claude AI confirming root cause.

cpu_util
cisco-core-01 · 48h history + 48h projection
73.4%
Fault predicted in 47h 22m
Min38.2%
Avg61.7%
Now73.4%
Projected Peak88.1%
Historical Projected Confidence
01

Trend Regression

Least-squares analysis over windows from 1 hour to 30 days on any metric series in VictoriaMetrics.

02

Claude AI Diagnosis

When pattern matching is inconclusive, Stage-2 routes to Claude API for deep root-cause inference.

03

Fault Correlation

Cross-device correlation identifies cascading failures stemming from a single upstream event.

02 — Real-Time Monitoring

Every packet. Right now.

Edge agents stream TelemetryFrames over gRPC to the AssureMesh controller in real time. Interface stats, BGP peer state, CPU, memory, temperature — decoded and classified within milliseconds. WebSocket pushes events to every browser instantly.

Device Health
cisco-core-01Healthy
juniper-edge-03CPU 87%
arista-spine-02Healthy
arista-leaf-07BGP storm in 2h
Fault Stream
INFO assure.mesh
How AssureMesh Works

Wire to resolution. Automatically.

Step 01

Telemetry Arrives

Edge agent streams a TelemetryFrame over gRPC — InErrors spike above 50/s on GigE0/1.

Step 02

Fault Classified

AssureMesh classifies CRC_ERROR_HIGH. Change-dedup suppresses burst duplicates in a 30s window.

Step 03

Root Cause Diagnosed

Stage-1 pattern match finds duplex mismatch. Claude AI Stage-2 confirms with interface history.

Step 04

Risk Scored

Score: 22 / 100 → AUTO tier. Isolated to a single port. No lateral blast radius.

Step 05

Playbook Executed

crc_error_high.yaml forces full-duplex, re-negotiates, verifies error counters reset to zero.

Step 06

Reconciler Confirms

Post-push state diff: no drift detected. Incident closed in 2.8 seconds end-to-end.

03 — Automated Remediation

Three tiers. Zero ambiguity.

The risk scorer maps every fault to a precise action tier. AUTO executes immediately. Approval Queue waits for one-click sign-off. Escalate fires PagerDuty instantly.

● AUTO
22

Score 0–39. Playbook executes immediately. Reconciler confirms no state drift. Closes in < 3 seconds.

● QUEUE
54

Score 40–69. Queued for one-click approval with full blast radius analysis and rollback token.

● ESCALATE
82

Score 70–100. Immediate PagerDuty alert. No auto-remediation. Full context attached.

04 — Dashboard

Your entire network, at a glance.

Throughput — cisco-core-01
4.2 Gbps ↑ 12%
-12h -6h Now
Resolution Tiers (7d)
94% auto
AUTO 62%
QUEUE 28%
ESCALATE 10%
Top Faults (30d)
CRC
201
CPU
168
MEM
128
BGP
105
FLAP
72
Recent Incidents
BGP session restored — juniper-edge-032m ago
CRC errors resolved — arista-leaf-07 GigE0/411m ago
HIGH_CPU queued for approval — cisco-core-0228m ago
Memory normalised — arista-spine-011h ago
Stop reacting. Start assuring.

Your network. Always assured.

Join early access and get AssureMesh running on your network in under 20 minutes.