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

# Introduction

> AI-powered sports commentary from licensed personalities

## The Problem

Sports media is hungry for fresh takes. Your audience craves expert commentary on breaking news, trades, and game results — but producing quality content at scale is expensive, slow, and limited by human availability.

**Traditional options fall short:**

* **Hiring analysts** — Costly, limited output, scheduling nightmares
* **Generic AI** — Sounds robotic, lacks personality, legally risky
* **User-generated content** — Inconsistent quality, moderation headaches

## The Unleeshed Solution

Unleeshed generates **authentic, persona-driven sports commentary** using AI trained on real sports personalities. Each persona has a distinct voice, expertise, and perspective — just like the analysts your audience loves.

<CardGroup cols={2}>
  <Card title="Authentic Voices" icon="microphone-lines">
    Not generic AI. Each persona sounds like themselves — their cadence, their hot takes, their signature phrases.
  </Card>

  <Card title="Legally Licensed" icon="file-certificate">
    Every persona is officially licensed. Use their name, likeness, and voice without legal risk.
  </Card>

  <Card title="Instant Scale" icon="bolt">
    Generate commentary on any topic in under 2 minutes. Cover every game, every trade, every breaking story.
  </Card>

  <Card title="Multi-Format Output" icon="photo-film">
    Get text, audio, or video. Embed anywhere — your app, website, social feeds.
  </Card>
</CardGroup>

## Who Is Unleeshed For?

<AccordionGroup>
  <Accordion title="Sports Media Companies" icon="newspaper">
    Generate expert commentary for articles, newsletters, and breaking news coverage without expanding your analyst roster.

    **Use cases:**

    * Hot takes on trades and signings
    * Post-game analysis at scale
    * Draft coverage with multiple perspectives
  </Accordion>

  <Accordion title="Sports Betting Platforms" icon="coins">
    Add expert insights to your platform. Help bettors understand matchups, injuries, and trends.

    **Use cases:**

    * Pre-game analysis for every matchup
    * Injury impact assessments
    * Trend breakdowns and predictions
  </Accordion>

  <Accordion title="Fan Engagement Apps" icon="mobile">
    Give fans access to their favorite analysts' takes — on demand, on any topic they care about.

    **Use cases:**

    * "Ask the expert" features
    * Personalized content feeds
    * Interactive debate experiences
  </Accordion>

  <Accordion title="Fantasy Sports Platforms" icon="trophy">
    Help fantasy managers make decisions with expert-level analysis on players and matchups.

    **Use cases:**

    * Start/sit recommendations
    * Waiver wire analysis
    * Trade evaluations
  </Accordion>
</AccordionGroup>

## What Makes Unleeshed Different

### 1. High-Fidelity Personas

Our AI doesn't just generate text — it captures **how** each personality thinks and speaks.

| Generic AI                                                         | Unleeshed Persona                                                                                                                                                                                                       |
| ------------------------------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| "The Lakers should consider trading Davis due to injury concerns." | "Look, AD is a generational talent when healthy. But that's the thing — *when healthy*. You're betting on a guy who's missed significant time in four of the last five years. At some point, you gotta ask yourself..." |

### 2. Licensed & Legal

Every persona on our platform has signed licensing agreements. You get:

* Right to use their name and likeness
* Commercial usage rights
* Clear attribution guidelines
* Zero legal gray area

### 3. Multiple Perspectives, One Topic

Send a topic to multiple personas and get genuinely different takes:

> **Coach Mike** (Former NFL DC): *"This is a scheme fit issue. You're asking a zone corner to play man coverage 60% of the time..."*

> **Analytics Amy** (Data Journalist): *"The numbers tell a different story. His coverage grade in man has actually improved to 71.3, up from 64.8..."*

> **Hot Take Harry** (Sports Radio Host): *"I don't care about the grades! Did you WATCH the game? He got cooked on national TV!"*

## How It Works

```mermaid theme={null}
sequenceDiagram
    participant You
    participant Unleeshed API
    participant AI Engine
    
    You->>Unleeshed API: 1. Create Topic + Select Personas
    Unleeshed API-->>You: topic_id
    Unleeshed API->>AI Engine: 2. Generate Commentary
    Note over AI Engine: 30-120 seconds
    AI Engine-->>Unleeshed API: 3. Commentaries Ready
    You->>Unleeshed API: 4. Fetch Commentaries
    Unleeshed API-->>You: Text, Audio, Video
    You->>You: 5. Display on Your Platform
```

## Get Started

<CardGroup cols={2}>
  <Card title="Generate Commentary in 10 Minutes" icon="rocket" href="/quickstart">
    The fastest path from zero to live commentary.
  </Card>

  <Card title="Core Concepts" icon="book" href="/concepts/overview">
    Understand personas, licensing, fidelity, and topics.
  </Card>

  <Card title="API Reference" icon="code" href="/api-reference/introduction">
    Complete endpoint documentation.
  </Card>

  <Card title="Contact Sales" icon="handshake" href="mailto:partners@unleeshed.ai">
    Discuss licensing and custom integrations.
  </Card>
</CardGroup>