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

# Live Evaluation

> Continuously evaluate agents to create a powerful feedback loop, driving improvements in agent accuracy, reliability, and user experience.

import { Card, CardGroup, Steps, Step } from '@mintlify/components';

## Key Benefits

<CardGroup cols={2}>
  <Card title="Performance Tracking" icon="bar-chart">
    Monitor long-term agent success rates and reliability metrics
  </Card>

  <Card title="Custom Metrics" icon="target">
    Define business-specific KPIs for product managers and compliance teams
  </Card>

  <Card title="Drift Detection" icon="trending-down">
    Identify when agent performance degrades over time
  </Card>

  <Card title="Audit Preparation" icon="file-text">
    Export logs and reports for regulatory compliance and audits
  </Card>
</CardGroup>

## Implementation Steps

<Steps>
  <Step title="Define Success Metrics">
    Establish KPIs aligned with business objectives
  </Step>

  <Step title="Set up Monitoring Dashboards">
    Create real-time visibility into agent performance
  </Step>

  <Step title="Implement Automated Evaluations">
    Schedule regular agent assessments
  </Step>

  <Step title="Generate Compliance Reports">
    Produce audit-ready documentation and reports
  </Step>
</Steps>

## Related Resources

* [Live Agent Protection](/use-cases/live-protection) - Production monitoring setup
* [Dashboard](/ui) - Access monitoring dashboards and reports
* [Agent Development](/use-cases/agent-development) - Initial performance baselines