[Ashfords Law Firm] — Intelligent Case Intake & Assignment System

About Us

We are a law firm receiving hundreds of new case requests daily. Our goal is to streamline legal consultation intakes, accurately evaluate case details, prevent conflicts of interest, and match clients with the right specialized attorneys seamlessly and securely.

⚠️ The Problem

The traditional intake process relies heavily on reception staff to manually handle multiple steps for every case request:

1. Inputting client data

2. Reviewing case types

3. Checking for conflicts of interest (Conflict of Interest)

4. Inspecting documents

5. Selecting the appropriate attorney

6. Determining whether the firm accepts or rejects the case

Key Challenges:

• Time-Consuming: Manual processing creates delays for potential clients.

• Human Error: Manual conflict checks and document reviews increase risk.

• Sensitive Data: Case information contains highly confidential client details.

• Security Constraints: Direct LLM access to client and case databases cannot be granted for security and privacy reasons.

🤖 Why AI Agents?

Traditional intake systems only collect data statically, and raw LLM models pose security risks when granted direct database access.

By utilizing an AI Agent via an MCP Server (Model Context Protocol), the system can:

• Assist Employees Safely: Perform checks securely through MCP Server tools without exposing the database directly.

• Automate Verification: Instantly run conflict-of-interest checks and document preliminary evaluations.

• Optimize Matching: Route cases to the right attorney based on specialization and availability.

• Reduce Human Error: Eliminate manual data entry mistakes while speeding up intake decisions.

• Maintain High Security: Ensure sensitive client data remains strictly controlled and private.