General Counsel
Outside Counsel Management
What You Do Today
Manage relationships with law firms — select counsel for matters, negotiate fee arrangements, review invoices, and ensure you're getting value from external legal spend.
AI That Applies
Legal spend analytics that benchmark fees against market rates, flag billing anomalies, and track matter budgets against estimates.
Technologies
How It Works
The system ingests matter budgets against estimates as its primary data source. Predictive models fit to historical outcome data identify which variables are the strongest leading indicators, then apply those weights to current inputs to generate forward-looking scores. The results integrate into the practitioner's existing workflow — presenting recommendations, flags, or automated outputs alongside their normal working context.
What Changes
Invoice review becomes automated — AI catches duplicate entries, excessive time, and work that should have been done at lower rates. Spend patterns become visible across firms and matters.
What Stays
Relationship management. Choosing the right firm for a critical matter, negotiating fee structures, and knowing when to push back on staffing decisions.
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 outside counsel management, 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 outside counsel management 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 outside counsel management?”
They set the firm's AI adoption posture
your legal technology manager
“Who on our team has the deepest experience with outside counsel management, 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 outside counsel management, 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.