> ## Documentation Index
> Fetch the complete documentation index at: https://docs.observability.platform.ai71services.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

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.

## EPICS - Achieved

<CardGroup cols={1}>
  <Card title="Evaluation and identification" icon="dna">
    Identifyed the pain points and identified the best fit for serving observability needs of all AI71 products align with engineering considerations.
  </Card>

  <Card title="Architecture and design" icon="compass-drafting">
    Created end to end architecture which fits for current and achieving future growing needs of customer, data and performance and variety of integrations.
  </Card>

  <Card title="Prototyping & demonstration" icon="vials">
    Developed prototype proven that the solution intended is achieving expected capabilities. Demonstrated and made all teams familiar with Observability tool. Achieving customer level granularity
  </Card>

  <Card title="Core Infrastructure readiness" icon="road-bridge">
    Readiness of the core components with communication enabled between the components.
  </Card>

  <Card title="Product rollout - Development" icon="code">
    Onboarded couple of products with ELK implementing for core and AIMl services for logs and APM metrcs in development environment.
  </Card>
</CardGroup>