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README.md
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---
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title: JudicialMind
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emoji: ⚖️
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license: cc-by-nc-nd-4.0
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---
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<div align="center">
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<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/69e9f4d92a09c772420b42d0/ExIuqQi9htcT0oFbZAgUu.png" width="140" alt="JudicialMind logo" />
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<h1>JudicialMind</h1>
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<p><strong>The AI-Native Legal Intelligence System</strong><br/>
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Powering the world's most ambitious law firms and enterprise legal departments.</p>
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<p>
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<a href="https://judicialmind.ai"><img alt="Website" src="https://img.shields.io/badge/website-judicialmind.ai-0ea5e9"></a>
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<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>
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<img alt="License" src="https://img.shields.io/badge/research-open--access-success">
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</p>
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</div>
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---
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## 🧭 Who we are
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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.
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We serve:
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- **AmLaw firms** — matter-level intelligence and scalable research capacity
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- **In-house legal teams** — contract, risk, and compliance workspaces
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- **Solo & boutique practices** — affordable, agent-led practice leverage
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- **Courts & ADR bodies** — dispute triage and caseflow intelligence
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---
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## 🧠 The Platform
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| Product | What it does |
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| --- | --- |
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| **Intelligence** | Legal knowledge graphs, case-law reasoning, jurisdiction-aware retrieval |
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| **Workspace** | Agent-native drafting, review, and matter orchestration |
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| **Disputes** | ODR / ADR workflow automation and dispute resolution agents |
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---
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## 📦 Open artifacts on Hugging Face
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We publish the datasets and components that power our research openly wherever we can.
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### Datasets
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- [**`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.
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### Models
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_Coming soon — we are releasing family of fine-tuned retrieval, reranking, and legal-reasoning models trained on our corpus._
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### Spaces
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_Coming soon — interactive demos for legal retrieval, agent workflows, and dispute-resolution tooling._
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---
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## 🔬 Research focus
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- Multilingual legal retrieval at scale (35+ jurisdictions)
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- Reasoning over structured legal knowledge graphs
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- Agent composition for multi-step legal workflows
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- Evaluation frameworks for factuality, citation integrity, and jurisdictional grounding
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---
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## 🤝 Connect
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- 🌐 Website — https://judicialmind.ai
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- 📧 Contact — [surya@judicialmind.ai](mailto:surya@judicialmind.ai)
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- 🧑⚖️ Early access — [judicialmind.ai/waitlist](https://judicialmind.ai/waitlist)
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<sub>© JudicialMind. Built with care for the practice of law.</sub>
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