Observability for the AI Era

See, predict, and operate modern infrastructure, including AI workloads, before issues impact users or revenue.

Get in Touch

Explore the Platform

Active, behavior-first observability

Normalized data at ingestion

~70% alert noise reduction

Active, behavior-first observability

Active, behavior-first observability

Normalized data at ingestion

Normalized data at ingestion

~70% alert noise reduction

~70% alert noise reduction

What is Parlon?

Parlon is a unified infrastructure observability platform that normalizes telemetry at ingestion, actively validates critical paths through synthetic testing, and uses learning-based alerting to cut noise by ~70%. Built for enterprise teams operating complex hybrid environments — including AI workloads — Parlon moves observability from passive measurement to continuous verification and foresight.

PLATFORM

The Parlon Difference


Unified infrastructure, application, and AI-driven workflows in one predictive system.

LLM-Aware Synthetic Testing

LLM-Aware Synthetic Testing

Actively tests AI workflows, not just endpoints​

Actively tests AI workflows, not just endpoints​

Predictive, Not Reactive

Predictive, Not Reactive

Anomalies, drift, and root cause before incidents​

Anomalies, drift, and root cause before incidents​

Modern, Normalized Data Fabric​

Modern, Normalized Data Fabric​

Normalized, contextualized telemetry across infra, apps, and AI​

Normalized, contextualized telemetry across infra, apps, and AI​

Fast, Flexible Deployment​

Fast, Flexible Deployment​

SaaS, on-premise, hybrid, MSP-ready​

SaaS, on-premise, hybrid, MSP-ready​

LLM-Aware Synthetic Testing

Actively tests AI workflows, not just endpoints​

Predictive, Not Reactive

Anomalies, drift, and root cause before incidents​

Modern, Normalized Data Fabric​

Normalized, contextualized telemetry across infra, apps, and AI​

Fast, Flexible Deployment​

SaaS, on-premise, hybrid, MSP-ready​

LLM-Aware Synthetic Testing

Actively tests AI workflows, not just endpoints​

Predictive, Not Reactive

Anomalies, drift, and root cause before incidents​

Modern, Normalized Data Fabric​

Normalized, contextualized telemetry across infra, apps, and AI​

Fast, Flexible Deployment​

SaaS, on-premise, hybrid, MSP-ready​

ARCHITECTURE

How Parlon Works

ARCHITECTURE

How Parlon Works


From raw telemetry to actionable foresight in five stages. Data is normalized at ingestion, not correlated after the fact.

Parlon Observability Architecture

Collect

Infrastructure, apps, AI/LLM workflows

Normalize

Unified telemetry fabric at ingestion

Analyze

Anomaly detection and predictive insights

Visualize

Dashboards and actionable alerts

Export

SIEMs, compliance, and downstream tools


From raw telemetry to actionable foresight in five stages. Data is normalized at ingestion, not correlated after the fact.

WHY NOW

Infrastructure Has Changed.
Observability Hasn't.

Infrastructure Has Changed.
Observability Hasn't.

Infrastructure Has Changed.
Observability Hasn't.


Legacy platforms were built for static, pre-cloud environments. Modern distributed systems demand a fundamentally different approach.


Legacy platforms were built for static, pre-cloud environments. Modern distributed systems demand a fundamentally different approach.

41% of enterprises report downtime costs exceeding $1M per hour

76 average disruptions per month across organizations

74% of network teams considering replacing a core management tool

94% of engineers and IT leaders are already using AI in their workflows

41%

41%

of enterprises report downtime costs exceeding $1M per hour

76

76

average disruptions per month across organizations

74%

74%

of network teams considering replacing a core management tool

94%

94%

of engineers and IT leaders are already using AI in their workflows

of engineers and IT leaders are already using AI in their workflows

“Parlon appears to have finally solved the long-standing data normalization challenge in infrastructure.”

“Parlon appears to have finally solved the long-standing data normalization challenge in infrastructure.”

Parlon Design Partner

READY TO SEE MORE?

See Everything. Miss Nothing.

See Everything. Miss Nothing.

The future of observability: simple, powerful, and predictive. Let's talk about what Parlon can do for your infrastructure.

Get in Touch