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<title>Analytics for Managers - AI Companions</title>
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</head>
<body>
<nav>
<div class="nav-container">
<a href="#" class="logo">Analytics for Managers</a>
<div class="nav-links">
<a href="#companions">AI Companions</a>
<a href="#how-it-works">How It Works</a>
<a href="#comparison">Compare</a>
<a href="#resources">Resources</a>
</div>
</div>
</nav>
<section class="hero">
<div class="container">
<div class="hero-badge">AI-Powered Learning</div>
<h1>Build Analytical Judgment, Not Just Technical Skills</h1>
<p class="subtitle">AI companions designed to develop disciplined analytical thinking as you work through the textbook.</p>
</div>
</section>
<section id="companions" class="companions-section">
<div class="container">
<div class="section-header">
<h2>Choose Your Companion</h2>
<p>Two AI tools designed for different stages of your learning journey</p>
</div>
<div class="companions-grid">
<!-- Reasoning Companion Card -->
<div class="companion-card reasoning">
<div class="card-icon">📚</div>
<h3>Analytics Reasoning Companion</h3>
<p class="tagline">Learn disciplined thinking with guided exercises</p>
<ul class="feature-list">
<li>Guided 7-stage analytical workflow</li>
<li>Works with book datasets only</li>
<li>Helps you test and strengthen your conclusions</li>
<li>Develops judgment through Socratic questioning</li>
<li>Example mode (learning) + Exercise mode (practice)</li>
</ul>
<div class="best-for">
<div class="best-for-label">Best For</div>
<p>Students and learners working through the textbook chapters who want to develop rigorous analytical thinking habits.</p>
</div>
<!-- UPDATE THIS LINK -->
<a href="https://chatgpt.com/g/g-6952028f3a088191ada3f9a6c98061d1-analytics-reasoning-companion" class="cta-button" target="_blank">
Launch Reasoning Companion →
</a>
</div>
<!-- Sandbox Card -->
<div class="companion-card sandbox">
<div class="card-icon">🔬</div>
<h3>Analytics Modeling Sandbox</h3>
<p class="tagline">Apply techniques to your own data</p>
<ul class="feature-list">
<li>Upload and analyze your own datasets</li>
<li>Flexible, practitioner-focused workflow</li>
<li>Generates code and model outputs</li>
<li>Maintains disciplined interpretation guidance</li>
<li>Export results and visualizations</li>
</ul>
<div class="best-for">
<div class="best-for-label">Best For</div>
<p>Practitioners and professionals who have completed the book and want to apply techniques to real business problems.</p>
</div>
<!-- UPDATE THIS LINK -->
<a href="https://chatgpt.com/g/g-69520c0db9a081919c68a9e17ab5588c-analytics-modeling-sandbox" class="cta-button" target="_blank">
Launch Modeling Sandbox →
</a>
</div>
</div>
</div>
</section>
<section id="how-it-works" class="how-it-works">
<div class="container">
<div class="section-header">
<h2>How It Works</h2>
<p>A structured approach to building analytical judgment</p>
</div>
<div class="steps-grid">
<div class="step-card">
<div class="step-number">1</div>
<h3>Read the Chapter</h3>
<p>Start with the textbook to understand concepts, techniques, and interpretation principles.</p>
</div>
<div class="step-card">
<div class="step-number">2</div>
<h3>Work the Example</h3>
<p>Use the Reasoning Companion in Example Mode for a guided walkthrough with detailed explanations.</p>
</div>
<div class="step-card">
<div class="step-number">3</div>
<h3>Complete the Exercise</h3>
<p>Switch to Exercise Mode to practice independently. The companion challenges your reasoning with Socratic questions.</p>
</div>
</div>
</div>
</section>
<section id="comparison" class="comparison">
<div class="container">
<div class="section-header">
<h2>Quick Comparison</h2>
<p>Choose the right tool for your needs</p>
</div>
<table class="comparison-table">
<thead>
<tr>
<th>Feature</th>
<th>Reasoning Companion</th>
<th>Modeling Sandbox</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>Primary Purpose</strong></td>
<td>Learn analytical thinking</td>
<td>Apply to real problems</td>
</tr>
<tr>
<td><strong>Data</strong></td>
<td>Book datasets only</td>
<td>Your own uploads</td>
</tr>
<tr>
<td><strong>Workflow</strong></td>
<td>Strict 7-stage structure</td>
<td>Flexible, user-driven</td>
</tr>
<tr>
<td><strong>Code Generation</strong></td>
<td>No (conceptual focus)</td>
<td>Yes (Python)</td>
</tr>
<tr>
<td><strong>Guidance Style</strong></td>
<td>Socratic questioning</td>
<td>Direct assistance</td>
</tr>
<tr>
<td><strong>Best For</strong></td>
<td>Students learning the material</td>
<td>Practitioners applying it</td>
</tr>
</tbody>
</table>
</div>
</section>
<section id="resources" class="resources">
<div class="container">
<div class="section-header">
<h2>Resources</h2>
<p>Guides and documentation to help you get started</p>
</div>
<div class="resources-grid">
<a href="Analytics_Reasoning_Companion_User_Guide.html" class="resource-card">
<h4>User Guide</h4>
<p>Complete guide to using the Reasoning Companion effectively.</p>
</a>
<a href="Examples_vs_Exercises_Guide.html" class="resource-card">
<h4>Examples vs. Exercises</h4>
<p>Understand the two learning modes and when to use each.</p>
</a>
<a href="#" class="resource-card">
<h4>FAQ</h4>
<p>Common questions about the AI companions answered.</p>
</a>
</div>
</div>
</section>
<section class="disclaimer">
<div class="container">
<div class="disclaimer-box">
<h4>Important Notice</h4>
<ul>
<li><strong>Platform Access:</strong> These AI companions are hosted on OpenAI's ChatGPT platform. Access is subject to OpenAI's current policies and terms of service.</li>
<li><strong>Availability:</strong> While these tools are currently accessible to ChatGPT users, we cannot guarantee their continued availability to free-tier users in the future. OpenAI may modify access policies at any time.</li>
<li><strong>Usage Limits:</strong> Usage limits for free-tier accounts are controlled by OpenAI and may be restricted. For uninterrupted access, consider a ChatGPT Plus subscription.</li>
<li><strong>No Warranty:</strong> These tools are provided for educational purposes. We make no warranties regarding availability, performance, or fitness for any particular purpose.</li>
</ul>
</div>
</div>
</section>
<footer>
<div class="container">
<p><strong>Analytics for Managers</strong></p>
<p style="margin-top: 0.5rem;">Building analytical judgment through disciplined thinking.</p>
<p style="margin-top: 1.5rem; font-size: 0.85rem;">
Questions? Contact us at <a href="mailto:support@example.com">support@example.com</a>
</p>
</div>
</footer>
</body>
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