How to Plan a Legal Software Pilot

A pilot is an experiment, and an experiment without a control tells you nothing. Too many firms "pilot" a tool by switching it on across the practice for a month and then deciding, on a general feeling, whether it helped. When everything changes at once, you cannot say what the tool did versus what a quieter week or a keen early user did. A pilot worth running isolates one workflow, measures it against how the work was done before, and ends with a decision you can defend to a partner who was not in the room.

Pick one workflow, not the whole practice

Choose a single, bounded task to test, one with a clear start and end and a result you can judge. Document intake, first-draft generation for a specific notice, or extracting key dates from filed orders are good candidates. A narrow scope means that when the numbers move, you know why. A pilot that spans drafting, research, and case management at once produces impressions, not evidence.

Choose a small group and a real caseload

Run the pilot with a handful of users doing genuine work, not a demonstration. The point is to see how the tool behaves under normal pressure, with the interruptions and awkward files that define ordinary practice. A group of two or three engaged users on live matters teaches you more than a wider group testing on invented examples that never resemble the difficult cases.

Record a baseline before you start

You cannot measure improvement without a starting point. Before the tool goes live, capture how the chosen workflow performs today:

• Time taken to complete the task
• Types and frequency of errors
• Quality of the handover to the next person
• Rework needed after review

Without this baseline, any later figure is a number with nothing to compare it against, and the pilot's conclusion becomes a matter of opinion.

Test on difficult files, not showcase ones

The temptation is to feed the pilot clean, well-behaved documents. Resist it. Include the poor scans, the incomplete records, and the matters with contradictory sources, because those are where a tool either earns its keep or quietly creates work. A pilot that only ever sees easy inputs flatters the tool and misleads the decision.

Fix the review date and the questions

Set the end date at the start, and decide now what you will ask then. A pilot that drifts becomes the new normal by inertia rather than by decision. At the review, answer plainly:

• What measurably improved against the baseline?
• What still requires manual correction, and how much?
• What would the team need before wider adoption?
• Did confidentiality and data handling hold up on real files?

These questions turn a month of use into a finding.

Gather feedback alongside the numbers

Metrics tell you what happened; users tell you why. Collect their examples of where the tool helped and where it frustrated, and keep the concrete cases, the draft that saved an hour, the extraction that missed a date. That evidence, sitting next to the error log, is what lets you separate a tool with real promise from one that merely demonstrated well. The same discipline applies whichever product you are testing, whether a general workspace such as Juniorlawyer or a point tool for one task.

Close the pilot with a short decision note: adopt, adjust and retest, or decline, with the reasons and the evidence behind them. That note is the real output of the exercise. A pilot planned this way rarely gives an ambiguous answer, and when it does, the ambiguity is itself useful, a sign the tool fits some of your work and not the rest, which is worth knowing before you commit the whole practice to it.