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

# Platform Roadmap

> Development roadmap for the platform

## Theme: Fastest Dev to Prod (Developer Productivity)

This roadmap outlines the key initiatives focusing on enabling developers to move efficiently from development to production with enterprise-grade AI capabilities.

<CardGroup cols={3}>
  <Card title="Completed" icon="check" color="#0D9373">
    Features already implemented and available for use
  </Card>

  <Card title="In Progress" icon="hammer" color="#F59E0B">
    Features currently being developed
  </Card>

  <Card title="Planned" icon="calendar" color="#3B82F6">
    Features scheduled for future development
  </Card>
</CardGroup>

## 1. Built-in File Tool

<div className="steps-container">
  <Steps>
    <Step icon="check" status="complete">
      <p><strong>Integrated Vector Database</strong> - Built-in storage for embeddings.</p>
    </Step>

    <Step icon="check" status="complete">
      <p><strong>Bring Your Own Vector Database</strong> - Bring your favorite or existing vector database.</p>
    </Step>

    <Step icon="check" status="complete">
      <p><strong>Document Processing Pipeline</strong> - Tools to ingest and process documents.</p>
    </Step>

    <Step icon="check" status="complete">
      <p><strong>Built-in File Search Tool</strong> - File search tool executes within OpenResponses API.</p>
    </Step>
  </Steps>
</div>

## 2. API Playground

<div className="steps-container">
  <Steps>
    <Step icon="hammer" status="in-progress">
      <p><strong>Model Configuration</strong> - Configure your own model.</p>
    </Step>

    <Step icon="hammer" status="in-progress">
      <p><strong>Use Built-in tools</strong> - Built in tools are supported by default.</p>
    </Step>

    <Step icon="hammer" status="in-progress">
      <p><strong>External tools</strong> - Use any external tool for simulation.</p>
    </Step>

    <Step icon="hammer" status="in-progress">
      <p><strong>Event Traces</strong> - Gives complete transparency of model executions, tool executions with input and output.</p>
    </Step>
  </Steps>
</div>

## 3. OpenEvals API

<div className="steps-container">
  <Steps>
    <Step icon="hammer" status="in-progress">
      <p><strong>Open Implementation</strong> - Open implementation of OpenAI eval API <a href="https://platform.openai.com/docs/api-reference/evals">specifications</a>.</p>
    </Step>

    <Step icon="hammer" status="in-progress">
      <p><strong>Eval With Your Own Model</strong> - Eval with your cost efficient small model or fine tuned model.</p>
    </Step>

    <Step icon="hammer" status="in-progress">
      <p><strong>Completely Connected Eval Cycle</strong> - Out of the box connected eval with Agent building.</p>
    </Step>

    <Step icon="hammer" status="in-progress">
      <p><strong>Native Support</strong> - Native support to Responses and ChatCompletions API.</p>
    </Step>
  </Steps>
</div>

## 4. A/B Testing

<div className="steps-container">
  <Steps>
    <Step icon="calendar" status="planned">
      <p><strong>A/B Test Models</strong> - Compare different models.</p>
    </Step>

    <Step icon="calendar" status="planned">
      <p><strong>Statistical Analysis</strong> - Measure impact of changes with confidence intervals.</p>
    </Step>

    <Step icon="calendar" status="planned">
      <p><strong>Performance Comparison</strong> - Side-by-side metrics for different configurations.</p>
    </Step>
  </Steps>
</div>

## 5. Built-In Browser Tool

<div className="steps-container">
  <Steps>
    <Step icon="calendar" status="planned">
      <p><strong>Bring Your Own Browser Tool</strong> - Bring your own tool for to operate on computer like Computer use, browser use, operator, etc.</p>
    </Step>

    <Step icon="calendar" status="planned">
      <p><strong>Browse With Optimization</strong> - Optimised for faster executions.</p>
    </Step>
  </Steps>
</div>

## 6. Simulations (KPI Dashboard)

<div className="steps-container">
  <Steps>
    <Step icon="hammer" status="in-progress">
      <p><strong>Load Testing</strong> - Simulate high traffic scenarios.</p>
    </Step>

    <Step icon="calendar" status="planned">
      <p><strong>Scenario Replay</strong> - Re-run production scenarios in test environments.</p>
    </Step>

    <Step icon="calendar" status="planned">
      <p><strong>Failure Mode Analysis</strong> - Test system behavior under various error conditions.</p>
    </Step>

    <Step icon="calendar" status="planned">
      <p><strong>Performance Projections</strong> - Estimate scaling requirements and costs.</p>
    </Step>

    <Step icon="calendar" status="planned">
      <p><strong>Custom KPI Tracking</strong> - Build dashboards for business-specific metrics.</p>
    </Step>
  </Steps>
</div>

This roadmap will be regularly reviewed and updated based on user feedback, market changes, and technological advancements.