Search
Data Collection & Integrations

Modernize Telemetry Ingestion Without Vendor Lock-In

Standardize collection on OpenTelemetry. Migrate off legacy SaaS vendors using AI-driven tooling that converts assets with zero code changes.

Challenges

The Overhead and Friction of Legacy Telemetry Collection

Open standards eliminate lock-in, but pure open source requires full reinstrumentation and adds operational complexity by forcing code rewrites.
Proprietary Agents Create Lock-In

Proprietary Agents Create Lock-In

Legacy SaaS agents trap organizations into proprietary telemetry formats. Escaping them requires full code reinstrumentation, stalling modernization.
Open-Source Collectors Add Complexity

Open-Source Collectors Add Complexity

Pure open-source telemetry adds operational complexity. Maintaining a disjointed stack demands constant upkeep, redirecting engineering hours.
High-Friction Migration Prevents Change

High-Friction Migration Prevents Change

Transitioning off observability tools by manually converting logic, queries and dashboards introduces human error and tedious translation work.
Solutions

Open Standards Collection Without Complexity

Cortex® XCOR™ combines an OpenTelemetry-native collector, out-of-the-box integrations, and asset translation for an efficient path off legacy SaaS.

OpenTelemetry Without Reinstrumentation

A drop-in replacement for proprietary agents, the Cortex XDOT collector provides OpenTelemetry without code changes, eliminating reinstrumentation.

OpenTelemetry Without Reinstrumentation
Self-Service Integrations Hub

Self-Service Integrations Hub

Browse and deploy prebuilt connectors with curated dashboards inside the Integrations Hub for self-serve telemetry collection without manual setups.

Automated Migration Engine

Automatically converts legacy dashboards, monitors and SLOs into Cortex XCOR formats. An automated AI validation engine executes parity checks.

Automated Migration Engine
Key capabilities

Enterprise Telemetry Ingestion Features

Standardize data collection across environment and third-party systems using open standards and automated AI migration tooling.
Drop-In OpenTelemetry Collection
Drop-In OpenTelemetry Collection

Drop-In OpenTelemetry Collection

Deploy an open collector as a drop-in replacement for proprietary SaaS agents. Under the hood, it relies on standard OpenTelemetry configurations.
Centralized Discovery and Self-Service Ingestion
Centralized Discovery and Self-Service Ingestion

Centralized Discovery and Self-Service Ingestion

Discover and deploy connectors for Kubernetes, cloud infrastructure and SaaS. Launch curated dashboards and monitor health from a unified catalog.
On-Demand Connector Delivery via AI Framework
On-Demand Connector Delivery via AI Framework

On-Demand Connector Delivery via AI Framework

Support unique technology stacks without waiting for vendor roadmaps. Our internal AI factory builds, tests and releases custom connectors in days.
Programmatic Translation and Visual Parity Checks
Programmatic Translation and Visual Parity Checks

Programmatic Translation and Visual Parity Checks

Programmatically translate legacy dashboards, monitors, queries and SLOs into Cortex XCOR formats. AI validation executes side-by-side parity checks.
Download the report
Benefits

Measurable Migration and Ingestion Value

Standardize on OpenTelemetry, accelerate legacy SaaS migrations and lower ongoing operational admin overhead across your engineering teams.
Rapid Platform Transition
Rapid Platform Transition

Rapid Platform Transition

Programmatically translate assets to accelerate SaaS migrations with zero code changes.
100% Open Standards Compliance
100% Open Standards Compliance

100% Open Standards Compliance

Eliminate vendor lock-in using the Cortex XDOT collector, built on OpenTelemetry specifications.
Lower Operational Admin Overhead
Lower Operational Admin Overhead

Lower Operational Admin Overhead

Reduce observability administration using self-service integrations and automated autodiscovery.

Frequently Asked Questions

Adopting OpenTelemetry typically requires full reinstrumentation and introduces operational complexity to set up and manage over time. Cortex XCOR delivers the flexibility of OpenTelemetry, without the trade-offs.
When required connectors are not present in the Integrations Hub, our internal AI-powered Integrations Factory can generate and test custom integrations on demand. Delivery teams produce, validate and release new connectors in days, ensuring data ingestion never blocks platform migration timelines.
No. Cortex XDOT collector preserves metric names containing dot notation without translating to Prometheus underscore formats. Migration tooling converts dashboards, monitors, queries and SLOs into Cortex XCOR formats, while an AI validation engine executes visual parity checks to verify accuracy.