Allnext Legal helped a medical malpractice firm recover billable time using Agentic AI

The Problem

Defense attorneys bill for their knowledge, their judgment, and their time. But a significant portion of that time was disappearing before it ever reached an invoice.

Every week, partners, associates, and senior staff were processing high volumes of case-related email: receiving and reviewing pleadings, motions, discovery requests, orders, and trial documents. Each of those communications represented billable activity. But capturing that time required attorneys to go back through their inboxes manually, reconstruct what they worked on, apply time standards, and enter it into the billing system themselves.

For a managing partner, that process consumed roughly 10 hours every month. For a senior associate, it meant giving up Sunday evenings to build entries from memory. The work had already been done. The time to document it was being added on top. And because the process was manual and inconsistent, entries were routinely missed, underestimated, or not recorded at all.

The firm was not short on effort. It was short on infrastructure.

What Allnext Legal Built

Allnext Legal designed and deployed an Agentic AI agent built specifically for the firm's practice environment. The agent was trained on the firm's active case portfolio and integrated directly with its existing email infrastructure. It required no new platforms, no changes to how attorneys work, and no retraining on unfamiliar tools.

The agent was configured to identify emails related to specific categories of legal activity: serving or receiving pleadings, motions, discovery requests, orders, and trial documents. When a qualifying email was identified, the agent matched it to the relevant case file, applied the firm's standard time guidelines for email communication, and generated a structured billing entry ready for attorney review.

What used to take hours now takes seconds. Attorneys open a report, confirm the entries, and move on.

How the Solution Works

The AI agent operates continuously within the firm's M365 email environment. It reads incoming and outgoing correspondence, cross-references active case data, and applies billing logic based on the type of document and the time standards the firm already uses. No new judgment is required from the attorney at the entry stage. The work has already been classified, timed, and formatted.

Entries are exported as structured case billing records, organized by matter, ready to be reviewed and submitted. The entire workflow from email to billable entry is automated. The attorney's role is review and approval, not reconstruction.

What Changed for the Firm

A managing partner who previously spent 10 hours a month recovering billable time from emails now completes the same process in under 60 seconds. A senior associate who spent Sunday evenings building entries from memory now recovers more than 20 hours of billable time in under 30 seconds. Across the firm, revenue that was previously lost to process friction is now captured consistently and with far less effort.

Manual tracking did not improve. It was replaced.

This Engagement Is Delivered Under AI Services

This work is part of Allnext Legal's AI Services practice. AI Services covers the design, configuration, and deployment of Agentic AI systems built for legal environments, including email intelligence, document workflows, case-aware automation, and integration with existing M365 and practice management infrastructure.

Firms working with Allnext Legal on AI Services are not purchasing a software subscription. They are partnering with a legal IT team that understands how defense firms operate, how attorneys bill, and how to build AI systems that fit into existing workflows without disrupting them. The result is technology that produces measurable revenue impact from day one.

If your firm is losing billable time to email volume and manual tracking, this is a problem Allnext Legal has already solved. Learn more about AI Services or contact us to discuss what this engagement would look like for your practice.