Law Firm Case Study: Automatic Matter Routing

Overview

The client is a nine-attorney firm in Orange County with four practice groups: family law, personal injury, immigration and business. New inquiries landed on a general line and a shared inbox, and the office manager forwarded them to whichever attorney seemed right. Family matters went to personal injury attorneys, Spanish-speaking clients went to English-only attorneys, and a quarter of new matters bounced between two or three people before anyone called the client back.

Gain Rhino built routing into the CRM. The AI classifies each inquiry by practice area and urgency, notes the client's language, checks the attorney roster for capacity and conflicts, and assigns the matter with a 30-minute acceptance window. If nobody accepts, it escalates to the practice lead. The client hears from the right attorney's office, once.

Research

We traced 60 days of new inquiries from first contact to first attorney conversation. One in four touched two or more attorneys before it landed. The average time to first attorney contact was four and a half hours, and anything after 5 PM waited until the next day. Conflict checks happened late, sometimes after an attorney had already spoken with the prospective client.

With the partners we wrote a practice taxonomy the AI could classify against, including the messy cases that span two areas, such as a divorce with a business valuation. Each attorney set a weekly capacity. Urgency rules came from the attorneys: a custody emergency, a court date inside ten days, or a detention gets flagged and routed within the hour regardless of capacity. The conflict pre-check runs before assignment, not after.

Result

Every new inquiry is now classified, conflict-checked and assigned to an attorney with capacity in that practice area, in the client's language, within minutes. Forwarding chains are gone. Partners see the routing log and can override any assignment, and they rarely need to. New business is spread across attorneys instead of piling on whoever answers the phone.

By the numbers (first 90 days):

• Time to first attorney contact25 minutes, down from about 4.5 hours
• Matters touched by more than one attorney before assignmentdown roughly 90%
• Routing accuracy on a partner-reviewed sample96%
• Urgent matters reaching an attorney within the hour100%
• Conflict checks completed before the first attorney conversation100%, up from about half

Client identity withheld at their request. Figures reflect the first 90 days after launch.