Litili Expert Matching is an AI-powered platform that helps case managers find, evaluate, and match expert witnesses to legal cases. It combines intelligent search, real-time Salesforce integration, and a conversational AI assistant to streamline your expert sourcing workflow.

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Start with the AI Chat

The fastest way to get started is the AI Chat, a conversational assistant that lets you search experts, check conflicts, pull up profiles, and manage cases using natural language. No forms or menus required.

Just open Chat from the sidebar and type what you need:

Find me an orthopedic surgeon near Philadelphia who has testified and works for both plaintiff and defense.

The AI will search the expert database, return ranked results with explanations, and offer to check conflicts or pull up detailed profiles all within the conversation.

The AI Chat is the primary entry point for the platform today. See the AI Chat guide for example prompts, tool details, and model selection.

What you can do

  • 📥 Inbox — Review incoming requests with AI-generated summaries and match suggestions. (⚠️ Blocked — W5 Team)

  • 💬 AI Chat — Search experts and manage cases through natural language conversation.

  • ⬇️ Request Intake — Submit structured expert requests for internal and external cases. (⚠️ Blocked — W5 Team)

  • 🧑🏾‍⚕️ Expert Matching — Specialty + location search with intelligent scoring and ranking.

Who is this for?

Role

How you'll use it

Case Manager

Search experts, review matches, manage requests end-to-end

Law Firm (External)

Submit expert requests via intake form and track status (⚠️ Blocked — W5 Team)

Admin

Oversee all requests, manage users, monitor AI usage

How it works

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  1. A request arrives — via email, the intake form, or the AI chat.

  2. The system matches experts — using specialty, geographic proximity (75-mile rule), side preference, and experience.

  3. You review and refine — AI-generated summaries highlight the best candidates and flag concerns.

  4. You select and confirm — conflict checks run automatically; the selection syncs to Salesforce.

Key capabilities

Combines keyword matching, semantic similarity, and structured field scoring using Reciprocal Rank Fusion (RRF) to surface the most relevant experts.

All searches enforce a 75-mile radius from the case location. Experts beyond this radius only appear if their profile indicates they can travel to the target state.

Expert profiles, requests, and selections sync bidirectionally with Salesforce — no manual data entry.

Choose from multiple AI models (Claude, GPT, Perplexity, and more) depending on whether you need speed, depth, or web research.

This platform is the frontend interface only. It connects to a FastAPI backend that handles search, AI orchestration, and Salesforce integration.