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Observability is crucial for understanding the internal state of our systems by examining their outputs. The ELK stack provides a powerful, open-source solution for centralized logging, data analysis, and visualization, enabling us to: The ELK stack (Elasticsearch, Logstash, Kibana) is being implemented to centralize logging, enable real-time monitoring, enhance security, and meet regulatory requirements. It consolidates logs, metrics, and traces for actionable insights, ensuring system reliability and customer satisfaction.

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EPICS - Achieved

Evaluation and identification

Identifyed the pain points and identified the best fit for serving observability needs of all AI71 products align with engineering considerations.

Architecture and design

Created end to end architecture which fits for current and achieving future growing needs of customer, data and performance and variety of integrations.

Prototyping & demonstration

Developed prototype proven that the solution intended is achieving expected capabilities. Demonstrated and made all teams familiar with Observability tool. Achieving customer level granularity

Core Infrastructure readiness

Readiness of the core components with communication enabled between the components.

Product rollout - Development

Onboarded couple of products with ELK implementing for core and AIMl services for logs and APM metrcs in development environment.