Friday Feature – From Creators to Reviewers: A New Model for Legal Time Capture

Author: Brendan Roy

Time entry was never supposed to become a second job for lawyers. But for many firms, it became one of the most frustrating and time-consuming parts of their workday.

After legal work is finished, lawyers still have to remember what they worked on, estimate how long it took, assign the right matter, and write narratives that meet billing requirements. The work is done, but the administrative work is just beginning.

AI-Automated Activity Capture and Time Entry Generation, now available with iTimekeep Premium, are designed to change that workflow by turning time entry into a natural outcome of the work itself.

Work Captured at the Moment It Happens

AI-Automated Activity Capture uses Desktop Activity Tracker to capture work as it happens, across the applications lawyers use throughout their day. Desktop Activity Tracker extends that capture directly to the workstation level — including offline activity — so that the record of what happened is built in real time, not reconstructed after the fact.

Lawyers retain control through user-level configurations: the ability to enable, disable, or pause tracking, and to set minimum thresholds so only meaningful activity is captured. This isn’t autonomous surveillance — it’s structured capture that puts the lawyer in the position of reviewer rather than author from the very first moment.

When work is captured at the point it happens, the time entry process doesn’t start with a blank slate. It starts with a record.

Draft Entries That Reflect the Work — Already Structured, Ready for Review

AI-Automated Time Entry Generation takes captured activity and produces ready-to-review draft time entries: work description narratives, task and activity codes, and client and matter context — already populated, already organized.

Instead of starting from a blank timecard, lawyers start with a structured draft they can quickly review and refine. Shifting the timekeeping experience from “creator” to “reviewer” is simple but meaningful: less reconstruction, less rewriting, and less time spent managing administrative work after the fact.

Because iTimekeep is connected to the full Work-to-Cash lifecycle, draft entries are informed by real billing outcomes — shaped by timekeeper submissions, billing edits, and post-bill corrections captured through BillBlast. The result is draft entries shaped not by just transcribing activity, but by how work is billed in practice.

The Downstream Impact of Getting It Right Upstream

When lawyers are Creators — reconstructing time from memory, authoring narratives manually, managing submissions as an afterthought — the downstream consequences are familiar: missed time, inconsistent entries, prebill corrections, write-downs, and client disputes rooted in non-compliant billing.

AI-Automated Activity Capture and AI-Automated Time Entry Generation change that workflow upstream — before those issues reach billing.

Instead of starting from blank timecards, lawyers begin with structured draft entries that are easier to review, refine, and submit. Billing teams receive cleaner, more structured entries earlier in the process. Firms capture more of the work already being done.

For firm leadership, this is more than incremental improvement. It is a structural shift in how time value flows from lawyer work to realized revenue —reducing administrative burden, while helping lawyers to stay focused on client work rather than reconstructing it afterward.

AI-Automated Activity Capture and AI-Automated Time Entry Generation are available now with iTimekeep Premium. For firms already on iTimekeep, these capabilities extend your existing workflows without disrupting the processes your timekeepers rely on today.

iTimekeep Premium clients can download the Desktop Activity Tracker on MyAderant > Product Downloads. Firms interested in enabling the AI-Automated Time Entry Generation capabilities can reach out to Support for enablement, or to Professional Services if implementing iTimekeep Premium.