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    Agent Evaluation

    Document Evaluation

    // ABOUT AGENT EVALUATION

    Agent Evaluation

    Gain actionable insights into your automation agents’ performance. Track key metrics, identify inefficiencies, and optimize agent behavior for maximum operational efficiency.

    google
    microsoft
    sakrat
    zia
    aws
    Agentic evaluation
    // Agent Evaluation

    What is Agent Evaluation?

    Agent Evaluation is the process of analyzing the performance, reliability, and efficiency of automation agents within your system. It involves measuring how well each agent completes its assigned tasks, how accurately it operates, and how it responds under different conditions.
    By evaluating agents regularly, you can identify underperforming behaviors, track improvements over time, and make data-driven decisions to retrain, optimize, or scale your automation workflows. This ensures your automation ecosystem remains effective, adaptive, and aligned with business goals.
    // Benefits

    Key Benefits of Agent Evaluation

    Performance Tracking

    Monitor how effectively each agent completes tasks over time.

    Accuracy Measurement

    Evaluate the precision of agents in executing automated workflows.

    Error Detection

    Identify failure patterns, exceptions, and misfires for proactive fixes.

    Task Time Analysis

    Track execution speed to uncover latency or delays.

    Data-Driven Optimization

    Use performance insights to fine-tune agents for better results.

    Continuous Improvement

    Enable ongoing tuning, retraining, or replacement of agents based on real-world results.

    Error Detection

    Identify failure patterns, exceptions, and misfires for proactive fixes.

    Continuous Improvement

    Enable ongoing tuning, retraining, or replacement of agents based on real-world results.

    // Criteria

    Evaluation Criteria Breakdown

    Unlock faster, smarter, and more resilient automation with autonomous agents that adapt, recover, and execute without manual input.
    Speed

    Measures how quickly an agent completes assigned tasks. Fast execution indicates high efficiency, while delays may suggest processing bottlenecks or configuration issues.

    Accuracy

    Assesses how precisely the agent performs its tasks without errors or deviations. High accuracy means the agent consistently produces correct outputs and adheres to expected workflows.

    Adaptability

    Evaluates the agent’s ability to handle changes in input, environment, or task logic. Adaptive agents are more resilient to unexpected scenarios and require less manual intervention.

    Resource Usage

    Monitors how much system resources (CPU, memory, API calls, etc.) the agent consumes during operation. Efficient agents use minimal resources while maintaining performance.

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    // Use Cases

    Smart Automation That Adapts to Every Industry

    From structured workflows to dynamic environments, our agent evaluation system supports a wide range of real-world use cases:
    Banking & Finance
    Healthcare
    E-commerce

    Risk & Compliance Automation

    Monitor risk-assessment bots for accuracy, compliance, and reliability in transaction processing, fraud detection, and regulatory reporting.

    Intelligent Workflow Management

    Evaluate agents responsible for patient scheduling, medical record updates, and insurance verification to ensure precision, privacy, and zero error tolerance.
    Shopping Automation

    Personalized Shopping Automation

    Track fulfillment agents and recommendation bots to minimize cart abandonment, boost personalization, and improve the overall customer shopping experience.
    // Grow

    Intelligent Agents That Grow with Your Business

    AI agents are no longer static tools. They are dynamic systems designed to adapt, learn, and improve alongside your business. Through continuous evaluation and performance monitoring, these agents evolve to meet changing demands, handle new tasks, and integrate with updated workflows. As your business scales or shifts direction, intelligent agents adjust accordingly, ensuring long-term efficiency, resilience, and alignment with your goals.
    business growth chart
    // FAQ

    Frequently Asked Questions

    How often are agent evaluations run?
    Evaluations are automatically triggered on every code commit in staging and run hourly in production environments. This ensures agents are always aligned with the latest updates and real-time performance standards.
    What happens if an agent fails evaluation?
    If an agent fails, the system initiates an automated rollback to the last stable state and triggers an alert escalation to the appropriate team, ensuring rapid response and minimal disruption.
    Can we customize evaluation metrics?
    Yes. Metrics, scoring weights, and threshold values are fully configurable per client. This allows you to tailor agent evaluation to your specific performance goals and operational standards.