Should Legal Timekeeping AI Monitor Your Screen?

Legal timekeeping AI does not need the same capture method for every firm. Compare the work you need to record with the information each method collects, the controls lawyers can use and the review required before billing.

The practical question is not whether screen monitoring is always good or bad. It is whether the proposed configuration provides enough useful context without collecting information the firm does not need. Capturing more activity is not the same as preparing a more accurate or billable entry.

Conceptual comparison of capture methods, not a finding that every product behaves as illustrated.

Compare methods against the same work

Capture approach	Coverage and control questions
Screen-based capture	Which applications, screens or events are collected? Can users pause, exclude or mask sensitive activity, and where is it processed?
Connected application activity	Which records and metadata are accessible through the authorized source? What work is missed when an application is not connected?
Manual entries and timers	How will lawyers record offline work, calls or exceptions not covered by automatic capture?

These methods can be combined. A product's broad category does not establish its exact behavior. For example, an integration might access message content as well as metadata, while a screen-based feature might be optional or limited to selected applications. Inspect the configuration rather than relying on labels.

Try a representative day with synthetic matter data

Choose a few common tasks: client email, a meeting, research and document work. Ask the lawyer to keep a simple comparison record. Check whether the suggested entries miss work, double-count overlapping activity, use the wrong matter or include personal context.

Then test the controls. Can the lawyer remove irrelevant activity before it is shared? Who else can view the raw evidence? How is restricted-matter access handled, and what remains after the source is disconnected? Obtain answers for both captured data and generated narratives.

Keep review separate from collection

Lawyers should check the matter, duration, description and billability of each proposed entry. A user review is valuable, but it does not erase unnecessary data collected earlier. Collection scope, access, retention and approval all need their own checks.

For MIRA, request a demonstration using the exact activity sources and review surface your firm intends to deploy. Do not infer that every MIRA connection reads the same information or that every possible work activity is supported. The Google Workspace announcement illustrates why source-specific setup questions matter.

For a deeper assessment of evidence and controls, read screen capture and SOC 2 report review. Discuss a timekeeping assessment if you want to compare methods around your actual workflows.