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

# Kelso AI Agent

> Meet Kelso, the AI agent that does the work. Leverage deep domain knowledge and powerful workflow automation to handle your most complex ESOP tasks.

<img src="https://mintcdn.com/villagelabs/_b1oFDtC7brS6c3Z/images/boston-skyline.png?fit=max&auto=format&n=_b1oFDtC7brS6c3Z&q=85&s=f7a886517e2156f5a317116575534e28" alt="Kelso AI Agent" style={{ borderRadius: '10px', marginBottom: '2rem' }} width="1536" height="1024" data-path="images/boston-skyline.png" />

## Your Agent for ESOPs

Welcome to Kelso, your AI partner for navigating the complexities of the ESOP ecosystem. Kelso is not just a chatbot; it is a powerful agent designed with one fundamental goal: **to do your work.**

Powered by our proprietary **Village Intelligence** knowledge core and fully integrated into the **Peninsula Operating System**, Kelso can understand, automate, and execute your most tedious and demanding workflows. Move beyond manual processes and unlock unprecedented efficiency.

<CardGroup cols={2}>
  <Card title="Quick Start" icon="rocket" href="/kelso/quickstart">
    Learn how to give Kelso your first task in minutes.
  </Card>

  <Card title="Use Cases" icon="layer-group" href="/kelso/use-cases">
    Explore practical examples for Trustees, TPAs, and CFOs.
  </Card>
</CardGroup>

## Core Capabilities

<AccordionGroup>
  <Accordion icon="robot" title="Automate Tedious Workflows">
    Delegate complex, multi-step tasks with simple natural language commands. Have Kelso perform a mathematical audit on valuation report financials, cross-reference plan documents, or validate census data in seconds, not hours.
  </Accordion>

  <Accordion icon="brain" title="Access Deep Domain Expertise">
    Ask complex questions about ESOP mechanics, compliance rules, or strategic best practices. Kelso leverages Village Intelligence—our fine-tuned ESOP knowledge core—to provide accurate, context-aware answers and guidance.
  </Accordion>

  <Accordion icon="database" title="Perform Advanced Data Analysis">
    Kelso can write and execute Python code to query, analyze, and visualize data from across the platform. Ask for a breakdown of ESOPs by state from the 5500 database or model the impact of a specific plan rule change on your participant data.
  </Accordion>

  <Accordion icon="chart-line" title="Run Arbitrary Repurchase Scenarios">
    Interact with the powerful Repurchase Forecasting engine conversationally. Ask Kelso to model highly specific scenarios, like "What happens to our forecast if we change the turnover projection for our top 3 engineers by two years?"
  </Accordion>
</AccordionGroup>

## The Village Labs Difference: Enterprise AI

Consumer AI tools are useful, but enterprise challenges demand a more powerful, integrated solution. Kelso represents the fusion of three critical components:

<Steps>
  <Step title="A Powerful Agent">
    Built on a robust, IDE-like framework, Kelso can execute complex, multi-stage tasks and will soon support "Agent Swarms" for even deeper workflow automation.
  </Step>

  <Step title="Deep Domain Knowledge">
    Kelso is powered by Village Intelligence, our proprietary ESOP knowledge core, ensuring all its actions and answers are contextually relevant and accurate.
  </Step>

  <Step title="A Robust Operating System">
    Kelso is plugged directly into Peninsula, the ESOP Operating System, giving it secure access to your structured data to perform real work, not just answer questions.
  </Step>
</Steps>

## Who Uses Kelso?

<CardGroup cols={2}>
  <Card title="ESOP Trustees" icon="gavel">
    Automate compliance checks and valuation report reviews.
  </Card>

  <Card title="Third-Party Administrators" icon="users-gear">
    Streamline census data validation and plan administration tasks.
  </Card>

  <Card title="Valuation Advisors" icon="chart-mixed">
    Accelerate financial analysis and report generation.
  </Card>

  <Card title="ESOP Executives (CFO/CEO)" icon="building">
    Model complex financial scenarios and get strategic guidance.
  </Card>
</CardGroup>