How Legal Ops Teams Can Drive Tech Adoption

A useful legal-technology pilot begins with one task, one known matter and a decision the team needs to make.

Broad innovation pilots often generate enthusiasm without enough evidence to decide whether the product should be adopted. A smaller test creates a clearer comparison and is easier for busy lawyers to complete.

Choose a task with a visible pain point

Start with work the team already performs and can describe. Examples include preparing a chronology, reviewing a known production, extracting defined information or importing matter documents from an existing system.

Record the current process before introducing the product: who performs the work, how long it takes, where errors arise and what the finished output must contain.

Use a matter the team already knows

A closed matter lets the team recognize omissions, unsupported statements and distorted facts. Give each product the same source material and instructions rather than relying on a vendor-selected demonstration.

Where confidentiality requires it, use a de-identified matter or a controlled representative dataset.

Define the measures before the pilot

Choose measures that match the task. For factual work, that may include source accuracy, material omissions, review time and corrections required. For adoption, record whether users returned to the product without being prompted and which support issues blocked them.

Do not wait until the result is known before deciding what counts as success.

Use a small, committed group

A pilot needs enough users to expose different working styles, but not so many that responsibility becomes unclear. Include a lawyer who knows the matter, a likely day-to-day user and the person responsible for implementation or risk.

Assign one owner to collect feedback and resolve questions with the vendor.

Watch users perform the work

Usage data will show whether people logged in. It will not explain why they trusted, ignored or abandoned an output.

Observe part of the process. Note where users leave the product to verify a result, where the interface is unclear and what they do after finding an error.

Review the result with the vendor

A good pilot should produce a list of specific successes and failures. Ask which issues can be addressed through configuration, training or product changes, then test the changed behavior before the pilot closes.

Make a decision

At the end, adopt the product for the tested task, extend the test around a defined question, narrow its intended use or stop. Avoid leaving it in an indefinite pilot because no one wants to make the decision.

The National Compensation Lawyers case study shows one small firm measuring review time on real matters. The vendor due-diligence checklist can be used before the pilot begins.

The repeatable asset is the method: a defined task, known material, agreed measures and an explicit decision.