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Embracing Cost-Effective Observability Through an OpenTelemetry Approach

Mimi Shalash
Splunk

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.

OpenTelemetry helps organizations understand the performance and health of their cloud-native applications and the infrastructure that supports them. As an open-source, vendor-neutral framework, it delivers the full toolkit to telegraph an organization's telemetry. With APIs, SDKs (software development kits) and a robust set of tools, OpenTelemetry helps teams tune in to the signals their systems are sending. Because when it comes to observability, it actually pays to keep your data well instrumented.

And the data proves it. Recent research shows that 57% of observability leaders have successfully reduced costs with OpenTelemetry by gaining control over what telemetry is collected, how it's routed, and where it goes.

Putting Organizations in Control of Their Valuable Data

Internal data is the engine driving digital transformation. Organizations rely on it to understand system behavior, optimize performance and make informed decisions. But as data volumes grow, so do costs.

OpenTelemetry gives organizations control over their telemetry strategy, enabling them to define where data is sent, what it includes, how it's structured, and how much is collected. This flexibility allows teams to implement intelligent data management policies, prioritizing high value telemetry for real-time analysis while routing lower priority data to cost effective archival storage. For example, critical data such as payment transactions can be sent to object storage for audit compliance, while simultaneously being forwarded to an APM tool for monitoring. It's a strategic shift: decoupling data collection from backend lock in and routing based on performance, compliance or cost requirements.

Boosting Efficiency with People and Process

Beyond cost savings, OpenTelemetry reduces organizational friction. While most developers agree on the need for observability standards, consensus often breaks down when teams push for their preferred tools.

OpenTelemetry solves this problem. It's the pragmatic standard that teams across stacks and languages can align around. It acts as a great equalizer, bringing consistency to data collection, while giving teams the flexibility to route telemetry to multiple backends based on evolving needs. And best of all, it avoids forcing immediate tool consolidation, which is often political, slow, and resource heavy.

Log it if you must … but it's the truth.

Giving Organizations Freedom and Reducing Vendor Lock-in

OpenTelemetry's value doesn't stop at efficiency. It's also about freedom. With OpenTelemetry, organizations can now challenge vendors to differentiate on how they analyze and visualize telemetry, rather than locking value behind proprietary data collection methods. What's the alternative? Getting stuck in tool jail where switching platforms feels like rewriting your entire application … with your wallet.

Proprietary tools might check the box today, but relying on vendor managed agents long term is a liability and creates technical debt. Here's why: out of the box telemetry rarely delivers the context required for intelligent automation. To enable smarter alerting, routing or remediation, teams need to enrich telemetry with custom tags and context. The more tightly you couple that enrichment to a proprietary agent, the more painful it becomes to migrate when pricing changes or architectural needs evolve.

OpenTelemetry has flipped the script by forcing vendors to compete where it matters; the quality of their insights, analytics and user experience.

Empowering Your Business with Observability

While many organizations recognize the business benefits of observability, turning that vision into reality takes more than good intentions. It takes the right skills, clear ownership and cross functional alignment.

Despite being the second largest project under the Cloud Native Computing Foundation (CNCF), OpenTelemetry can still feel overwhelming, especially for those just starting out. But here's the good news; the most successful observability practices don't wait for the perfect hire. They grow their own. They invest in curious, motivated team members and empower them to become OpenTelemetry champions from within. Look for developers and engineers who are excited about improving visibility, then give them the space and support to dive in, whether that's reading the OpenTelemetry docs, exploring CNCF resources, or joining community forums where they can learn from peers and industry experts.

Observability isn't just a tool, it's a mindset. And when teams future proof their instrumentation, they don't just collect data, they unlock answers.

Drive Performance and Save Costs with OpenTelemetry

Remember, with OpenTelemetry, your data stays portable, your tooling stays flexible, and your observability strategy stays future proof. In a world full of noise, only the teams who own their telemetry will trace their way to uptime.

Mimi Shalash is Observability Advisor at Splunk, a Cisco company

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Embracing Cost-Effective Observability Through an OpenTelemetry Approach

Mimi Shalash
Splunk

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.

OpenTelemetry helps organizations understand the performance and health of their cloud-native applications and the infrastructure that supports them. As an open-source, vendor-neutral framework, it delivers the full toolkit to telegraph an organization's telemetry. With APIs, SDKs (software development kits) and a robust set of tools, OpenTelemetry helps teams tune in to the signals their systems are sending. Because when it comes to observability, it actually pays to keep your data well instrumented.

And the data proves it. Recent research shows that 57% of observability leaders have successfully reduced costs with OpenTelemetry by gaining control over what telemetry is collected, how it's routed, and where it goes.

Putting Organizations in Control of Their Valuable Data

Internal data is the engine driving digital transformation. Organizations rely on it to understand system behavior, optimize performance and make informed decisions. But as data volumes grow, so do costs.

OpenTelemetry gives organizations control over their telemetry strategy, enabling them to define where data is sent, what it includes, how it's structured, and how much is collected. This flexibility allows teams to implement intelligent data management policies, prioritizing high value telemetry for real-time analysis while routing lower priority data to cost effective archival storage. For example, critical data such as payment transactions can be sent to object storage for audit compliance, while simultaneously being forwarded to an APM tool for monitoring. It's a strategic shift: decoupling data collection from backend lock in and routing based on performance, compliance or cost requirements.

Boosting Efficiency with People and Process

Beyond cost savings, OpenTelemetry reduces organizational friction. While most developers agree on the need for observability standards, consensus often breaks down when teams push for their preferred tools.

OpenTelemetry solves this problem. It's the pragmatic standard that teams across stacks and languages can align around. It acts as a great equalizer, bringing consistency to data collection, while giving teams the flexibility to route telemetry to multiple backends based on evolving needs. And best of all, it avoids forcing immediate tool consolidation, which is often political, slow, and resource heavy.

Log it if you must … but it's the truth.

Giving Organizations Freedom and Reducing Vendor Lock-in

OpenTelemetry's value doesn't stop at efficiency. It's also about freedom. With OpenTelemetry, organizations can now challenge vendors to differentiate on how they analyze and visualize telemetry, rather than locking value behind proprietary data collection methods. What's the alternative? Getting stuck in tool jail where switching platforms feels like rewriting your entire application … with your wallet.

Proprietary tools might check the box today, but relying on vendor managed agents long term is a liability and creates technical debt. Here's why: out of the box telemetry rarely delivers the context required for intelligent automation. To enable smarter alerting, routing or remediation, teams need to enrich telemetry with custom tags and context. The more tightly you couple that enrichment to a proprietary agent, the more painful it becomes to migrate when pricing changes or architectural needs evolve.

OpenTelemetry has flipped the script by forcing vendors to compete where it matters; the quality of their insights, analytics and user experience.

Empowering Your Business with Observability

While many organizations recognize the business benefits of observability, turning that vision into reality takes more than good intentions. It takes the right skills, clear ownership and cross functional alignment.

Despite being the second largest project under the Cloud Native Computing Foundation (CNCF), OpenTelemetry can still feel overwhelming, especially for those just starting out. But here's the good news; the most successful observability practices don't wait for the perfect hire. They grow their own. They invest in curious, motivated team members and empower them to become OpenTelemetry champions from within. Look for developers and engineers who are excited about improving visibility, then give them the space and support to dive in, whether that's reading the OpenTelemetry docs, exploring CNCF resources, or joining community forums where they can learn from peers and industry experts.

Observability isn't just a tool, it's a mindset. And when teams future proof their instrumentation, they don't just collect data, they unlock answers.

Drive Performance and Save Costs with OpenTelemetry

Remember, with OpenTelemetry, your data stays portable, your tooling stays flexible, and your observability strategy stays future proof. In a world full of noise, only the teams who own their telemetry will trace their way to uptime.

Mimi Shalash is Observability Advisor at Splunk, a Cisco company

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AI is the catalyst for significant investment in data teams as enterprises require higher-quality data to power their AI applications, according to the State of Analytics Engineering Report from dbt Labs ...

Misaligned architecture can lead to business consequences, with 93% of respondents reporting negative outcomes such as service disruptions, high operational costs and security challenges ...

A Gartner analyst recently suggested that GenAI tools could create 25% time savings for network operational teams. Where might these time savings come from? How are GenAI tools helping NetOps teams today, and what other tasks might they take on in the future as models continue improving? In general, these savings come from automating or streamlining manual NetOps tasks ...

IT and line-of-business teams are increasingly aligned in their efforts to close the data gap and drive greater collaboration to alleviate IT bottlenecks and offload growing demands on IT teams, according to The 2025 Automation Benchmark Report: Insights from IT Leaders on Enterprise Automation & the Future of AI-Driven Businesses from Jitterbit ...

A large majority (86%) of data management and AI decision makers cite protecting data privacy as a top concern, with 76% of respondents citing ROI on data privacy and AI initiatives across their organization, according to a new Harris Poll from Collibra ...

According to Gartner, Inc. the following six trends will shape the future of cloud over the next four years, ultimately resulting in new ways of working that are digital in nature and transformative in impact ...

2020 was the equivalent of a wedding with a top-shelf open bar. As businesses scrambled to adjust to remote work, digital transformation accelerated at breakneck speed. New software categories emerged overnight. Tech stacks ballooned with all sorts of SaaS apps solving ALL the problems — often with little oversight or long-term integration planning, and yes frequently a lot of duplicated functionality ... But now the music's faded. The lights are on. Everyone from the CIO to the CFO is checking the bill. Welcome to the Great SaaS Hangover ...

Regardless of OpenShift being a scalable and flexible software, it can be a pain to monitor since complete visibility into the underlying operations is not guaranteed ... To effectively monitor an OpenShift environment, IT administrators should focus on these five key elements and their associated metrics ...

An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...