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+<div align="center">
+  <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/69e9f4d92a09c772420b42d0/ExIuqQi9htcT0oFbZAgUu.png" width="140" alt="JudicialMind logo" />
+
+  <h1>JudicialMind</h1>
+
+  <p><strong>The AI-Native Legal Intelligence System</strong><br/>
+  Powering the world's most ambitious law firms and enterprise legal departments.</p>
+
+  <p>
+    <a href="https://judicialmind.ai"><img alt="Website" src="https://img.shields.io/badge/website-judicialmind.ai-0ea5e9"></a>
+    <a href="https://huggingface.co/datasets/judicialmind/legal-training-dataset"><img alt="Flagship dataset" src="https://img.shields.io/badge/dataset-legal--training-ffd21e"></a>
+    <img alt="License" src="https://img.shields.io/badge/research-open--access-success">
+  </p>
+</div>
+
+---
+
+## 🧭 Who we are
+
+JudicialMind builds an orchestrated system of specialized AI agents that work like a legal team — every agent with a domain expertise, composed into directed workflows that run end-to-end legal operations: intake, research, drafting, negotiation, dispute resolution.
+
+We serve:
+- **AmLaw firms** — matter-level intelligence and scalable research capacity
+- **In-house legal teams** — contract, risk, and compliance workspaces
+- **Solo & boutique practices** — affordable, agent-led practice leverage
+- **Courts & ADR bodies** — dispute triage and caseflow intelligence
+
+---
+
+## 🧠 The Platform
+
+| Product | What it does |
+| --- | --- |
+| **Intelligence** | Legal knowledge graphs, case-law reasoning, jurisdiction-aware retrieval |
+| **Workspace** | Agent-native drafting, review, and matter orchestration |
+| **Disputes** | ODR / ADR workflow automation and dispute resolution agents |
+
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+
+## 📦 Open artifacts on Hugging Face
+
+We publish the datasets and components that power our research openly wherever we can.
+
+### Datasets
+- [**`judicialmind/legal-training-dataset`**](https://huggingface.co/datasets/judicialmind/legal-training-dataset) — 3.69M annotated query-passage pairs across **35 languages** for training legal IR, QA, and semantic-search models. Rich metadata per row: `query_type`, `legal_domain`, `difficulty`, `jurisdiction`. ~2.6 GB, 264 parquet shards, A/B/C file-level split for clean train/val/test partitioning.
+
+### Models
+_Coming soon — we are releasing family of fine-tuned retrieval, reranking, and legal-reasoning models trained on our corpus._
+
+### Spaces
+_Coming soon — interactive demos for legal retrieval, agent workflows, and dispute-resolution tooling._
+
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-Edit this `README.md` markdown file to author your organization card.
+## 🔬 Research focus
+
+- Multilingual legal retrieval at scale (35+ jurisdictions)
+- Reasoning over structured legal knowledge graphs
+- Agent composition for multi-step legal workflows
+- Evaluation frameworks for factuality, citation integrity, and jurisdictional grounding
+
+---
+
+## 🤝 Connect
+
+- 🌐 Website — https://judicialmind.ai
+- 📧 Contact — [surya@judicialmind.ai](mailto:surya@judicialmind.ai)
+- 🧑‍⚖️ Early access — [judicialmind.ai/waitlist](https://judicialmind.ai/waitlist)
+
+<sub>© JudicialMind. Built with care for the practice of law.</sub>