AI Client Communications Agent

Mark runs a 4-attorney family law firm. He'd be the first to tell you that the bar's number one complaint category is failure to communicate. He'd also tell you that the gap is rarely about caring less. It's about volume. With 60 active matters across the firm, the client whose case is in a quiet phase is the one who waits 7 weeks for a check-in and starts wondering whether anyone is still working their file.

On a Friday afternoon, his Client Communications agent posts a digest in Slack: 12 clients haven't received an update in 30 days, 4 of them in 45 days. For each one, the agent has drafted a 3-paragraph status email pulling from the matter notes, the recent filings, and the upcoming calendar. Mark scrolls through the drafts on his phone over the weekend, edits 2 of them, approves 10 as written. By Monday morning every client has heard from him. The relationship work that used to disappear under the urgent work is back on the calendar.

The agent keeps a running record of when each active client last received a substantive communication from your firm and surfaces gaps before they become complaints. For matters where something has happened (a hearing, a filing, a response, a settlement offer), it drafts an update email explaining what occurred and what comes next, in plain English. For matters in a quiet phase, it drafts a holding update that maintains the relationship without overstating activity.

Tone matters. The agent learns your firm's voice from past client emails (warmth level, sentence length, signature style) and matches it. For sensitive matters (custody, end-of-life planning, criminal defense), the tone shifts accordingly. Every email is a draft. You read, edit, send.

The agent never sends an email to a client. Every draft sits in your queue or your draft folder until an attorney reviews and sends it. For sensitive matters or material developments (settlement offers, adverse rulings), the agent flags the draft for partner review rather than associate review.

Confidentiality is preserved end to end. Client data stays inside your account, isn't used to train models, and is governed by the same access controls that govern your practice management system today. The audit trail logs every drafted communication, every edit, every send.