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    <title>AI-RxOS | AI-Native Drug Discovery Operating System</title>
    <meta name="description" content="AI-RxOS is an intelligent research operating system that continuously ingests global biomedical knowledge to discover first-in-class therapeutics.">
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            <span class="logo-icon"></span> AI-RxOS
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            <li><a href="#vision">Vision</a></li>
            <li><a href="#modules">Modules</a></li>
            <li><a href="#agents">AI Agents</a></li>
            <li><a href="#technology">Technology</a></li>
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            <img src="assets/hero_bg.png" alt="Biomedical abstract background" />
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        <div class="hero-content">
            <h1 class="hero-title">Discover the Future of <br><span class="text-gradient">Therapeutics.</span></h1>
            <p class="hero-subtitle">The AI-native Drug Discovery Operating System reducing timelines from years to months through autonomous reasoning and scientific knowledge graphs.</p>
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                <button class="btn-primary large" onclick="window.location.href='mailto:kalyan@openhealthagents.org'">Start Discovery</button>
                <button class="btn-secondary large" onclick="window.location.href='architecture.html'">Explore Architecture</button>
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            <div class="metrics-row">
                <div class="metric">
                    <h3>>90%</h3>
                    <p>Literature Review Effort Reduction</p>
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                    <h3>3-5x</h3>
                    <p>Research Productivity Increase</p>
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                <div class="metric">
                    <h3>Multi-Agent</h3>
                    <p>Autonomous AI Orchestration</p>
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    <section id="vision" class="section">
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            <div class="section-header">
                <h2>The Unified <span class="text-gradient">Operating System</span></h2>
                <p>Drug discovery is exceptionally slow, expensive, and scattered across fragmented data silos. AI-RxOS unifies knowledge graphs, intelligent agents, and foundation models to streamline the entire lifecycle.</p>
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            <div class="vision-grid">
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                    <div class="icon-wrapper">🚀</div>
                    <h3>Accelerate Insight</h3>
                    <p>Reduce time to scientific insight by automatically ingesting literature, clinical trials, and patents.</p>
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                <div class="vision-card glass-panel">
                    <div class="icon-wrapper">🧠</div>
                    <h3>AI Reasoning</h3>
                    <p>Continuously reason over scientific evidence to generate novel hypotheses and prioritize targets.</p>
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                <div class="vision-card glass-panel">
                    <div class="icon-wrapper">💼</div>
                    <h3>Portfolio Strategy</h3>
                    <p>Enable data-driven investment decisions, licensing, and clinical prediction using holistic intelligence.</p>
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    </section>

    <section id="modules" class="section bg-darker">
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                <h2>Core <span class="text-gradient">Platform Modules</span></h2>
                <p>Eight intelligent modules designed specifically for next-generation drug discovery teams.</p>
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            <div class="modules-showcase">
                <!-- Module 1 -->
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                        <span class="badge">01</span>
                        <h3>Scientific Knowledge Graph</h3>
                        <p>A continuously updated biomedical graph linking genes, proteins, diseases, drugs, trials, and publications. Perform sub-second semantic search over billions of nodes.</p>
                        <ul class="feature-list">
                            <li>Entity resolution & relationship extraction</li>
                            <li>Evidence scoring and graph querying</li>
                            <li>Hybrid, LLM Wiki (OKF), and citation search</li>
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                    <div class="module-visual glass-panel">
                        <img src="assets/knowledge_graph.png" alt="Knowledge Graph UI" />
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                <!-- Module 2 -->
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                    <div class="module-text">
                        <span class="badge">02</span>
                        <h3>Molecule Discovery</h3>
                        <p>Generate molecular hypotheses from targets, binding pockets, or SMILES. Harness virtual screening, generative chemistry, and docking directly in your workflow.</p>
                        <ul class="feature-list">
                            <li>ADMET & BBB prediction</li>
                            <li>Synthetic accessibility scoring</li>
                            <li>Generative molecular foundation models</li>
                        </ul>
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                        <img src="assets/molecule_discovery.png" alt="Molecule Discovery" />
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                <!-- Module 3 -->
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                        <span class="badge">03</span>
                        <h3>AI Research Copilot</h3>
                        <p>Interact with your data using natural language. The copilot uses scientific reasoning to explain mechanisms, perform competitive analysis, and summarize literature.</p>
                        <ul class="feature-list">
                            <li>"Find BBB-penetrant HER2 inhibitors in Phase I"</li>
                            <li>Automated scientific report generation</li>
                            <li>Multi-agent coordination under the hood</li>
                        </ul>
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                        <img src="assets/ai_copilot.png" alt="AI Copilot Interface" />
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    </section>

    <section id="agents" class="section">
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                <h2>Autonomous <span class="text-gradient">AI Agents</span></h2>
                <p>A multi-agent ecosystem communicating via the Model Context Protocol (MCP) to handle specialized domains of discovery.</p>
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            <div class="agents-grid">
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                    <h4>🎯 Target Discovery</h4>
                    <p>Identifies and validates novel targets.</p>
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                    <h4>📚 Literature</h4>
                    <p>Extracts insights from global publications.</p>
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                    <h4>🧪 Medicinal Chemistry</h4>
                    <p>Optimizes lead compounds and structures.</p>
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                    <h4>🏥 Clinical Trial</h4>
                    <p>Monitors outcomes and trial design.</p>
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                <div class="agent-card glass-panel">
                    <h4>💼 Portfolio Intelligence</h4>
                    <p>Calculates commercial and scientific scores.</p>
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                <div class="agent-card glass-panel">
                    <h4>🛡️ Patent & Safety</h4>
                    <p>Analyzes toxicology and patent landscapes.</p>
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    </section>

    <section id="technology" class="section bg-darker">
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                <h2>Enterprise-Grade <span class="text-gradient">Architecture</span></h2>
                <p>Built for scale, security, and performance. Ready for SOC2 and HIPAA compliance.</p>
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            <div class="tech-stack glass-panel">
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                    <h4>Infrastructure</h4>
                    <p>Kubernetes, GPU Autoscaling, Distributed Caching</p>
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                <div class="tech-category">
                    <h4>Data Layer</h4>
                    <p>Neo4j, PostgreSQL, LLM Wiki (OKF), OpenSearch</p>
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                <div class="tech-category">
                    <h4>AI Models</h4>
                    <p>Biomedical LLMs, NVIDIA BioNeMo, AlphaFold, ESM</p>
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                <div class="tech-category">
                    <h4>Security</h4>
                    <p>OIDC/OAuth2, RBAC, ABAC, AES-256 Encryption</p>
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                    <p>The operating system powering next-generation therapeutic discovery.</p>
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