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## 🧭 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
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## 🧠 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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## 🔬 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
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## 🤝 Connect
- 🌐 Website — https://judicialmind.ai
- 📧 Contact — [surya@judicialmind.ai](mailto:surya@judicialmind.ai)
- 🧑⚖️ Early access — [judicialmind.ai/waitlist](https://judicialmind.ai/waitlist)
