Law Firm Automates Legal Case Analysis with Custom AI Agent
This law firm implemented a custom AI agent built on Azure AI Foundry and a custom-trained large language model (LLM) to address the challenge of time-consuming legal case analysis. The AI agent integrates with external legal databases and the firm's document management system, providing flexible orchestration and enhanced search capabilities within Microsoft 365 Copilot and the firm's internal platform. This has streamlined legal research workflows, improved productivity, and ensured secure, compliant access to case materials across platforms.
- Organization
- Confidential Law Firm
- Industry
- Legal
- Location
- United States
- Published
- May 2025
Reported outcomes
Strategic outcomes
Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks
- Customer
- Confidential Law Firm
- Provider
- Microsoft
- Maturity
- Unknown
- Linked source
- Microsoft Docs
No explicit deployment-stage evidence found.
Primary read
Use case focus
Showing 2 of 2
- 1Custom AI Agent for Legal Case Analysis
- 2Multi-platform Legal Research Automation
- Time-consuming legal case analysis
- Difficulty in accessing and integrating multiple legal databases
- Need to maintain security and compliance across multiple platforms
- Built a custom AI agent using Azure AI Foundry with a custom-trained LLM
- Integrated the agent with external legal databases and document management systems
- Made the agent accessible within Microsoft 365 Copilot and internal systems
- Provided flexible orchestration and workflow integration
- Improved workflow efficiency and legal research productivity
- Enhanced search and insight capabilities
- Maintained secure and compliant access to legal data
Architecture
The custom AI agent uses Azure AI Foundry to train a domain-specific LLM integrated with external legal databases and the firm's document management system. It is accessible both within Microsoft 365 Copilot and the internal system, enabling multi-platform orchestration of legal case research and document retrieval workflows.
Sources & evidence1
- Customer explicitly identified
- Primary source available
- Technical implementation details available
- Recent evidence check available
- Last evidence check: Jun 1, 2026.
The case's original source is still reachable.
- Cited source last checked Jun 1, 2026 — ok (0/1 broken).
Measures whether this deployment's public evidence persists — not whether the system is still in production.
AI-generated summary. Verify important details with the linked sources before relying on this case.
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