Graphite AI / Context-Aware Observability

Unified Observability Without Gaps or Manual Correlation

Shift from reactive to predictive visibility with meaningful context. Graphite AI is a single source of truth that correlates network fabric, client behavior, and application performance in real time.

Recognized in the Gartner Magic Quadrant for Enterprise Wired and Wireless LAN Infrastructure

Join is the only open-standards agentic networking vendor to be recognized in two Gartner Magic Quadrants for our market leading agentic network and security operations and infrastructure platform.


Graphite AI is the easy answer to patchwork monitoring tools

  • Unifies and correlates telemetry from all devices into a single platform, reducing data sprawl and MTTD

  • Enriches incident response, traffic visibility, utilization, and anomalies reducing repetitive manual tuning, misconfigurations, and drift

  • Trained on over 8 years of telemetry, learning from real world metrics, events, devices, and users, across a wide range of infrastructure configurations


BENEFITS OF UNIFIED CONTEXT-AWARE OBSERVABILITY

Align context-aware network health with business outcomes

Most monitoring tools don't factor intent-based experience with network health. Contextual QoE measures full traffic to minimize slowness, i.e., productivity and revenue losses.

High-fidelity streaming telemetry without bottlenecks

Get a more accurate view across networking and security. Cut visibility gaps, manual correlation, and false alerts, accelerating mean-time-to-resolution (MTTR) by at least 40%.

Operate more efficiently across sites without more headcount

Ensure lean IT teams can manage any complex environment with less manual toil, fewer alerts, and 96% automated issue resolution.

Better Operational Outcomes for the Agentic Era

Observability with Accurate Telemetry You Can Trust

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Accelerate Incident Recovery with Contextual Insight into Your Entire Network Fabric

Fragmented tools lead to slow MTTR. Graphite AI unifies context-rich telemetry across the entire Wi-Fi, Switching, Secure SD-WAN, and SASE Fabric into one intuitive interface. This dramatically cuts issue resolution time, giving IT teams several hours back every day.

Automatic Full-Stack Correlation

No more manual investigation to see how a firewall rule change impacted Wi-Fi latency or how a WAN failover affected VoIP jitter.

Granular Device-Centric Visibility

Drill down from overall network health to individual client metrics (RSSI, SNR, MCS) to correct user experience issues in seconds.

Contextual Pattern Recognition

Sense device metrics plus the surrounding environment to automatically distinguish between regularities and genuine anomalies.

Modern Streaming Telemetry Pipelines for Instant Detection and Action by Agents

Waiting minutes for polling is too slow for modern, latency-sensitive networks. Streaming telemetry data instantly pushes from every device, ensuring you are always looking at the current state of the entire network fabric to provide real-time application awareness.

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Sub-Second Intervals

Achieve real-time visibility and response times, capturing transient anomalies and microbursts that polling misses or produces misleading data.

Context-Driven Architecture

Acts immediately to state changes, triggering automated remediation workflows enriched by meaningful context behind every issue.

Low Resource Utilization

Our optimized telemetry protocol streams real-time, granular data across every interface without noise or overloading device utilization.

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Actionable Real-Time Intelligence Without Operational Blindspots

Data without context doesn't fix user expectations of the network. Graphite AI transforms raw telemetry into useful insights, prioritizing critical issues and suppressing false alarms so you can focus on what matters.

Root Cause Analysis and Future Prevention

Graphite AI automatically correlates symptomatic issues, like slow Wi-Fi, with the underlying technical cause, preventing further recurrence.

Predictive Behavior and Automated Workflows

Identify degrading components, like a failing optical transceiver or a saturated uplink, before they cause an outage.

Intent-Based User Experience Detection

Continuously analyzes actual performance to proactively detect misconfigurations, drift, and deviations from intended user experiences.

How Graphite AI Performs

96%
AI Resolved

Support incidents automatically resolved by AI operations

0
Breaches

All DDoS and attacks prevented or contained since 2020

99.99%
Uptime

Actual WAN performance in the last quarter

40+%
Savings

In total cost of ownership vs. proprietary vendors


EXPLORE RELATED PRODUCTS

Move from Reactive to Predictive Observability

Stop guessing and see everything. Schedule a demo to see how Graphite AI can give you the deeper visibility you need to guarantee a frustration-free Quality of Experience.