PoweringAgenticLegalSearch

Surface controlling authority faster with TaylorMade

Find and diagnose gaps in your research autonomously. TaylorMade clusters relevant authority into prioritized issues, finds the controlling case in the record and your documents, and drafts the argument for your review.

Understand exactly what your agent researched

Legal research can be hard to trust and verify. Long records, conflicting authority, and many sources make it difficult to know how an answer was reached. Tracing breaks each search into a structured trail of steps so you can see exactly what was cited, in what order, and why.

• Native citations for every case, statute, and regulation
• Grounded in your firm's documents and the public record
• Message threading for multi-turn matter research
• Analytics and AI-driven insights across every matter

Use real matters for iterative improvement

Capture real research questions, turn them into test cases, and score answers with a mix of attorney review and automated evals. Each iteration makes your agent measurably more reliable.

• Reusable LLM-as-judge and multi-turn evals
• Eval calibration with attorney feedback
• Attorney feedback annotations
• Online and offline scoring

Ship and scale agents across your firm

Unlike ordinary chat tools, legal agents work across long matters and need to coordinate with attorneys and other agents. The agent server provides memory, matter threads, and durable checkpointing out of the box — on infrastructure that’s secure, compliant, and scales to any caseload.

• Supports attorney-in-the-loop review, input concurrency, and background agents
• Type-safe streaming of answers, citations, and custom events
• Scalable, distributed runtime to handle agent swarms
• Native protocol support for A2A & MCP

Agents for the whole firm

Routine tasks like research, follow-ups, and status checks eat up your day. Describe what you need in plain language, and Fleet takes action on it across your firm's tools. Turn any question or matter into a recurring agent that improves with feedback and acts autonomously. Designed with firm-grade security and admin in mind.

• Bring your own models
• Use first-party integrations or extend with any MCP server
• Export agent files for pro-code development
• Integrated TaylorMade tracing
• Agents improve with attorney feedback