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How a Global Enterprise Unified Visibility Across 50,000+ Servers and Built a Foundation for Governed Agentic AI
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Faster Incident Resolution with OpenTelemetry Observability
A leading banking organization partnered with Altimetrik to modernize its Site Reliability Engineering (SRE) capabilities and gain end-to-end observability across critical business systems. The organization lacked unified monitoring and proactive alerting across complex distributed services. Altimetrik implemented an OpenTelemetry-based observability framework integrated with enterprise monitoring tools and dynamic dashboards. This transformation enabled real-time business journey visibility, improved incident response, and significantly strengthened operational reliability.
1. Limited End-to-End Visibility Across Systems
Critical platforms such as OneTouch, XCS, and GSP operated across multiple distributed services, making it difficult to monitor business transactions from start to finish.
2. Fragmented Monitoring Ecosystem
Existing monitoring tools and telemetry sources operated in silos, preventing teams from correlating logs, metrics, and traces across systems like Kafka, RabbitMQ, and MongoDB.
3. Reactive Incident Management
Operational teams relied on manual detection and reactive troubleshooting, resulting in delayed incident resolution and potential impact on customer experience.
4. Lack of Standardized SRE Metrics
There were gaps in defining and monitoring Service Level Indicators (SLIs) and Service Level Objectives (SLOs) tied to critical user journeys.
5. Limited Observability for Distributed Microservices
The organization needed deeper observability across modern microservices and APIs to understand performance bottlenecks and dependencies.
1. OpenTelemetry-Based Observability Framework
Implemented OpenTelemetry agents and collectors to unify the collection of metrics, logs, and traces across microservices and infrastructure.
2. End-to-End Business Journey Observability
Enabled visibility across critical banking user journeys and correlated telemetry across systems like Kafka, RabbitMQ, MongoDB, and REST services.
3. Dynamic Grafana Dashboards
Built interactive Enterprise Grafana dashboards to visualize real-time system health, service dependencies, and transaction flows.
4. Intelligent Alerting and Anomaly Detection
Introduced ML-driven anomaly detection and smart alerting integrated with collaboration tools for faster incident response.
5. SLI/SLO Alignment for Reliability
Conducted SLI gap analysis and defined SLOs aligned with business-critical services and customer journeys to improve operational reliability.
1. Faster Incident Detection and Resolution
Smart alerts and anomaly detection improved Mean Time to Detect (MTTD) and Mean Time to Resolve (MTTR), enabling quicker issue resolution.
2. Improved System Reliability and Stability
Aligning SLI/SLO metrics with critical business journeys increased reliability across key banking platforms.
1. Proactive Operations with Reduced Downtime
Predictive monitoring helped teams identify and resolve issues before they impacted customers, minimizing service disruptions.
Altimetrik helped the banking organization modernize its SRE capabilities with an OpenTelemetry-driven observability framework. This enabled real-time visibility into critical business journeys, faster incident response, and improved operational reliability. The scalable architecture also established a future-ready foundation to support evolving microservices and distributed banking platforms.
“Amit Singh is the Chief Strategy Officer and Chief of Staff to the CEO at Altimetrik, where he drives corporate strategy, growth acceleration, and value creation through transformation initiatives. In this dual role, he partners closely with leadership teams, investors, and the board to align business strategy with sustained, technology-driven growth.
With over two decades of experience at the intersection of technology, business, and transformation, Amit brings a unique perspective on how organizations can innovate and adapt in a rapidly evolving digital landscape. His career has been defined by building high-performing teams, scaling innovative platforms, and driving organizational change to deliver lasting impact.
Before joining Altimetrik, Amit held senior leadership roles at Visa, where he led technology strategy, engineering, and product development for Real-Time Payments and the Visa Developer Platform. Earlier, he served as Chief Product Officer at a startup and spent more than a decade at Oracle, leading product and engineering teams across a wide range of enterprise software applications.”
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