Small Law Firm Partner · Legal Work
Prepare and argue motions
What You Do
You research legal issues, draft motions and briefs, and argue before judges — making persuasive legal arguments supported by authority and facts.
How AI Helps
AI drafts initial motion frameworks, identifies the strongest supporting authorities, and analyzes how specific judges have ruled on similar issues.
Technologies
How It Works
The system ingests how specific judges have ruled on similar issues as its primary data source. The analytics engine aggregates data across sources, applies statistical analysis to identify significant patterns and outliers, and presents the results through visualizations that highlight what needs attention. The results integrate into the practitioner's existing workflow — presenting recommendations, flags, or automated outputs alongside their normal working context.
What Changes
Brief writing starts with AI-generated outlines and authority lists rather than blank pages, and judicial analytics inform your argument strategy.
What Stays
Persuasive legal writing, oral argument skill, and the strategic thinking about which arguments to make and in what order.
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for prepare and argue motions, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long prepare and argue motions takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your general counsel or managing partner
“What data do we already have that could improve how we handle prepare and argue motions?”
They set the firm's AI adoption posture
your legal technology manager
“Who on our team has the deepest experience with prepare and argue motions, and what tools are they already using?”
They manage the tools and can show you capabilities you don't know exist
a client who's adopted AI in their legal department
“If we brought in AI tools for prepare and argue motions, what would we measure before and after to know it actually helped?”
Their expectations for outside counsel are shifting
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.