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CloudFabrix Announces Observability Data Modernization Service

CloudFabrix announced the availability of its Observability Data Modernization Service for its RDA platform.

This service transforms, enriches, and maps Non-OTel signals to Otel signals which can be used by CloudFabix AIOPs as well as any other OTel-compliant backend platforms. This enables several operational domains' MELT signals to be ingested with full-stack service maps, enrichment, and Telemetry. CloudFabrix AIOps and other 3rd party OTel backends can now query, contextualize, correlate, and use AI/ML for RCA and remediation.

As they say "OpenTelemetry is eating the world" and has become the gold standard for Observability, in this "Experience Economy". OpenTelemetry (OTel) is a set of APIs, SDKs, and tools to instrument, generate, collect, and export telemetry data (signals). It is an Open Source project under Cloud Native Computing Framework (CNCF) and is the second most active project after Kubernetes, with growing adoption. OTel furthers CloudFabrix's vision around Robotic Data Automation Fabric, where Data quality, Data automation, and Data correlation are paramount for visibility, insights, and action.

However, there are still applications and libraries which do not use OTel standards and use vendor-specific agents for data collection. This will not change overnight. CloudFabrix's Open Telemetry support takes this into consideration and supports workflows that present the customer with a Roadmap to OTEL adoption.

■ ODM Service for any OTel backends - Applications and libraries not supporting OTEL can leverage RDAF Bots which transform and ingest OTel-compliant signals into an OTel collector. These signals can then be exported to any OTEL backends.

- Topology information needed for service maps is ingested using metadata, which can be leveraged by any OTel backend for visibility, insights, and actions for these non-OTel deployments.

■ ODM service for CloudFabrix Data-centric AIOps backend – Standards-based OpenTelemetry collector ingests cross-domain MELT signals into Robotic Data Automation Fabric at the Edge, across Hybrid and Multi-cloud deployments, using generic exporters. Data-centric AIOps platform then runs Composable pipelines, in-place search, services, and Dashboards.

- OTel attributes are leveraged by RDAF to build cross-domain context with Application Dependency and Impact maps.

- Out of box services - AIOps, FinOps, Log Intelligence and custom-built services use this context to provide insights and actions
ODM Service will also support both of these workflows simultaneously.

With this support, end customers can now adopt a roadmap for OTel adoption. Existing applications with instrumentation can now ingest non-OTel signals, into OTel backends as well as for Cloudfabrix AIOps. Strategic partners benefit from this roadmap, as the platform can support any of the OTel backends.

"Open Telemetry support furthers our vision of Data-centric AIOps, converging operational domains - Observability, Security and Networking around data. Our Robotic Data Automation Fabric complements OTel and enables eco-system partner backends and customers on a path to OTel adoption," said Bhaskar Krishnamsetty, Chief Product Officer at CloudFabrix.

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CloudFabrix Announces Observability Data Modernization Service

CloudFabrix announced the availability of its Observability Data Modernization Service for its RDA platform.

This service transforms, enriches, and maps Non-OTel signals to Otel signals which can be used by CloudFabix AIOPs as well as any other OTel-compliant backend platforms. This enables several operational domains' MELT signals to be ingested with full-stack service maps, enrichment, and Telemetry. CloudFabrix AIOps and other 3rd party OTel backends can now query, contextualize, correlate, and use AI/ML for RCA and remediation.

As they say "OpenTelemetry is eating the world" and has become the gold standard for Observability, in this "Experience Economy". OpenTelemetry (OTel) is a set of APIs, SDKs, and tools to instrument, generate, collect, and export telemetry data (signals). It is an Open Source project under Cloud Native Computing Framework (CNCF) and is the second most active project after Kubernetes, with growing adoption. OTel furthers CloudFabrix's vision around Robotic Data Automation Fabric, where Data quality, Data automation, and Data correlation are paramount for visibility, insights, and action.

However, there are still applications and libraries which do not use OTel standards and use vendor-specific agents for data collection. This will not change overnight. CloudFabrix's Open Telemetry support takes this into consideration and supports workflows that present the customer with a Roadmap to OTEL adoption.

■ ODM Service for any OTel backends - Applications and libraries not supporting OTEL can leverage RDAF Bots which transform and ingest OTel-compliant signals into an OTel collector. These signals can then be exported to any OTEL backends.

- Topology information needed for service maps is ingested using metadata, which can be leveraged by any OTel backend for visibility, insights, and actions for these non-OTel deployments.

■ ODM service for CloudFabrix Data-centric AIOps backend – Standards-based OpenTelemetry collector ingests cross-domain MELT signals into Robotic Data Automation Fabric at the Edge, across Hybrid and Multi-cloud deployments, using generic exporters. Data-centric AIOps platform then runs Composable pipelines, in-place search, services, and Dashboards.

- OTel attributes are leveraged by RDAF to build cross-domain context with Application Dependency and Impact maps.

- Out of box services - AIOps, FinOps, Log Intelligence and custom-built services use this context to provide insights and actions
ODM Service will also support both of these workflows simultaneously.

With this support, end customers can now adopt a roadmap for OTel adoption. Existing applications with instrumentation can now ingest non-OTel signals, into OTel backends as well as for Cloudfabrix AIOps. Strategic partners benefit from this roadmap, as the platform can support any of the OTel backends.

"Open Telemetry support furthers our vision of Data-centric AIOps, converging operational domains - Observability, Security and Networking around data. Our Robotic Data Automation Fabric complements OTel and enables eco-system partner backends and customers on a path to OTel adoption," said Bhaskar Krishnamsetty, Chief Product Officer at CloudFabrix.

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

Image
Cloudbrink's Personal SASE services provide last-mile acceleration and reduction in latency

In MEAN TIME TO INSIGHT Episode 13, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses hybrid multi-cloud networking strategy ... 

In high-traffic environments, the sheer volume and unpredictable nature of network incidents can quickly overwhelm even the most skilled teams, hindering their ability to react swiftly and effectively, potentially impacting service availability and overall business performance. This is where closed-loop remediation comes into the picture: an IT management concept designed to address the escalating complexity of modern networks ...

In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

In the early days of the cloud revolution, business leaders perceived cloud services as a means of sidelining IT organizations. IT was too slow, too expensive, or incapable of supporting new technologies. With a team of developers, line of business managers could deploy new applications and services in the cloud. IT has been fighting to retake control ever since. Today, IT is back in the driver's seat, according to new research by Enterprise Management Associates (EMA) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

Image
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From growing reliance on FinOps teams to the increasing attention on artificial intelligence (AI), and software licensing, the Flexera 2025 State of the Cloud Report digs into how organizations are improving cloud spend efficiency, while tackling the complexities of emerging technologies ...