AI timekeeping for a 50–200-lawyer firm needs to fit the firm's operating model: multiple practice groups, shared billing teams, established financial systems, and lawyers with different working habits. Evaluate the full route from captured activity to reviewed, accepted time rather than selecting software by firm size alone.
A firm with 60 lawyers and several billing environments may require more coordination than a 180-lawyer firm using one standardized stack. Headcount helps model licenses and support demand; it does not determine complexity by itself.
Identify the workflow that needs improvement
Start with a representative billing period. Ask where time is missing, how late entries arrive, which descriptions need correction, and where billing staff spend time chasing answers. Include partners, associates, paralegals, IT, and billing in the discussion.
Choose one primary outcome, such as more timely reviewed entries or fewer narrative corrections. Secondary measures can describe other benefits, but the main decision should not shift whenever a different metric looks favorable.
Turn firm complexity into requirements
A useful requirements document connects each characteristic of the firm to something that can be demonstrated.
Firm characteristic | Requirement to demonstrate | Evidence to retain |
Several offices or practice groups | Representative work sources and matter structures | Approved pilot scope and source list |
Established billing system | Correct master data and accepted time-entry handoff | Reconciled test entries and exception results |
Varied lawyer habits | Review that works for both daily and delayed entry users | Review effort and correction reasons |
Shared billing team | Clear ownership of incomplete or returned entries | Exception-routing examples |
Client-specific rules | Review against applicable narrative and coding requirements | Tested rules and reviewer decisions |
Prioritize requirements that would prevent adoption or create billing errors. A long feature list is less useful than a short set of demonstrated must-haves.
Allocate ownership before adding users
The managing partner or sponsor should own the business objective. Billing should own the definition of an acceptable entry and reconciliation with finance. IT should own connectivity and operational support. The individual lawyer or authorized reviewer should retain responsibility for the final time record.
Assign someone to resolve cross-team issues. For example, a closed matter can look like a user problem, a synchronization problem, or a finance restriction. The pilot needs one route to a decision rather than several teams assuming another group will act.
Build a representative pilot
Select a manageable group covering more than the most enthusiastic users. Include a partner who usually enters time late, an associate with frequent matter switching, a billing reviewer, and work that uses the firm's core document and communication tools.
Use approved test or appropriately authorized matter data. Establish the source scope and privacy explanation before enabling capture. The partner rollout guide provides a proposed four-stage plan.
Agree on decision criteria before the pilot begins. The firm might require reliable release to billing, no unresolved critical privacy issue, and an acceptable amount of daily review effort. Set numerical targets from the firm's baseline rather than adopting an arbitrary industry percentage.
Budget licenses and internal effort separately
License count should include the people who need paid access, not automatically every employee or every lawyer. Confirm the treatment of billing staff, administrators, delegates, and occasional users in the vendor's proposal.
Planning group | Questions for the proposal |
50 potential timekeepers | Who needs a license and what support is included? |
100 potential timekeepers | Will training and exception handling scale across practice groups? |
200 potential timekeepers | Who owns administration, rollout waves, and operational escalation? |
The cost guide separates subscription scenarios from integration, training, support, and internal effort. Use current contractual terms for a purchase decision.
Assess the Microsoft 365 and finance handoff
Firms using Teams and Outlook should test whether the review workflow is convenient in those applications. They should also verify what work is captured elsewhere. A familiar interface is useful only when source coverage and the billing connection support the whole day.
MIRA describes review in Teams and Outlook and integrations with systems including Aderant and Elite. Its FAQ also lists document and other work sources. Confirm product, deployment, permissions, fields, and exception behavior for the firm's actual configuration; do not assume that a general integration statement resolves every implementation detail.
Decide whether to expand, adjust, or stop
At the end of the pilot, compare the baseline with review effort, correction reasons, timeliness, accepted transfers, and user feedback. Record unresolved problems and their owners.
Expansion should follow a demonstrated workflow and a support plan. If capture is useful but billing transfers remain unreliable, resolve the connection before adding users. If the technology works but partners avoid review, adjust the process and training before treating more licenses as the solution.
For structured evaluation, use the RFP checklist and AI software comparison.
Frequently Asked Questions
Is 50–200 lawyers a product eligibility requirement?
No. It is the audience for this evaluation guide. Confirm each vendor's contractual minimums and supported deployment scope directly.
Should the pilot include resistant partners?
Include a representative range of working habits, with clear expectations and support. A pilot limited to enthusiasts may miss adoption problems.
Does capturing more activity prove higher revenue?
No. Activity must be reviewed, appropriately billed, invoiced, and collected before it can contribute to realized revenue.
Can the firm retain its billing system?
Some timekeeping products are designed to work alongside an existing financial platform. Confirm the exact integration and test the complete approval-to-billing process.
