How a Retail Powerhouse Transformed Telemetry Ops with Bindplane
Standardizing our workstations on the OpenTelemetry Collector gave us an immediate $1.5 million savings. Once complete, we anticipate saving another $1–2 million annually across servers, AIX, and domain controllers."

Executive Summary
A major global retailer with hundreds of locations worldwide and billions in annual revenue faced substantial challenges with fragmented and costly observability and security telemetry management. By adopting Bindplane, an OpenTelemetry-native Unified Telemetry Pipeline, the retailer unified telemetry collection, significantly reduced operational costs, and enhanced security across its expansive IT landscape.
About the Retailer
The retailer operates a complex IT infrastructure spanning on-premises systems and multi-cloud deployments (Azure and Google Cloud). It manages roughly 45TB of telemetry data daily across various platforms, including Windows, AIX servers, OpenShift, and Cisco VOIP.
Challenges: Fragmentation, High Costs, and Security Gaps
The retailer's previous solution, based on legacy systems, resulted in significant operational and financial challenges:
- High Licensing Costs: Teams incurred unsustainable costs, amounting to millions annually in Splunk licensing costs.
- Operational Silos: Fragmented visibility led to inconsistent logging standards and inefficiencies; vastly different telemetry costs across team
- Complex Infrastructure: Struggled to scale telemetry collection effectively across diverse environments, particularly Azure Event Hub and legacy systems.
- Deployment Issues: Manual and error-prone agent deployments caused frequent delays and operational setbacks.
- Security Blind Spots: cost-driven volume constraints led teams to make tough decisions and retain critical telemetry data.
Solution: A Unified Telemetry Pipeline with Bindplane
The retailer implemented Bindplane to unify and simplify telemetry collection, achieving significant operational improvements:
- Centralized Telemetry Pipeline: Integrated telemetry streams from Azure Event Hub, AIX servers, OpenShift containers, Cisco VOIP systems, Windows, and macOS endpoints into a centralized observability framework.
- Cost Optimization: Transitioned log storage and analytics to Google Cloud Logging and SecOps, dramatically reducing licensing fees, and overall costs.
- Enhanced Security: Standardized and automated log parsing/tagging, reduced overalls, enabling teams to collect all the necessary data to eliminate security blindspots.
- Simplified Deployment: Adopted a single OpenTelemetry collector across all platforms, drastically reducing deployment complexity.
- Scalable Infrastructure: Designed a horizontally scalable architecture for ongoing and future telemetry management.
Implementation Status
The retailer's Bindplane deployment is advancing quickly:
- Deployed on approximately 54,000 Windows desktops and over 11,000 servers (AIX, Linux, Windows).
- In H2 2025, aiming to scale beyond 100,000 agents and eventually manage telemetry for over 1 million global devices.
Impact: Cost Savings, Efficiency, and Improved Security
The retailer achieved immediate and significant operational benefits:
- Immediate Cost Savings: Saved $1.5 million immediately upon workstation standardization, projecting an additional $1.5–2 million annual savings post-rollout.
- Operational Efficiency: Reduced annual agent management hours by 10,000 ($1.5 million), redirecting resources to strategic, value-adding activities.
- Reduced Storage and Ingestion Costs: Achieved savings by pre-filtering and removing unnecessary data before ingestion.
- Eliminated Security Blind Spots: Provided comprehensive visibility and accelerated threat detection and response.
- Streamlined Operations: Simplified agent management and maintenance, significantly enhancing operational productivity.
Customer Insights
"Standardizing our workstations on the OpenTelemetry Collector gave us an immediate $1.5 million savings. Once complete, we anticipate saving another $1–2 million annually across servers, AIX, and domain controllers."— Senior Platform Engineer
"We're saving 10,000 hours annually on agent management alone. That valuable time is now redirected to value-add tasks."— Infrastructure Lead
"Bindplane is the best vendor partnership we've experienced—delivering exactly as promised, on schedule, without forcing us into disruptive changes."— Security Architect.
Building a Foundation for Future Growth
With Bindplane, the retailer addressed immediate operational and financial challenges and created a robust platform for future innovation. As the retailer scales its telemetry initiatives globally, Bindplane will continue to provide unified, efficient, and secure observability and telemetry solutions.