Attorney
Draft and negotiate contracts
What You Do Today
You draft agreements, review counterparty redlines, negotiate terms, and structure deals that protect your client's interests while getting to a workable agreement.
AI That Applies
AI generates first drafts from precedent, redlines incoming contracts against your preferred positions, and benchmarks terms against market standards.
Technologies
How It Works
The system reads contract text and legal documents, extracting clauses, obligations, and risk indicators. The automation engine executes each step in the process sequence — validating inputs, applying business rules, generating outputs, and routing exceptions to human review queues. The output — first drafts from precedent — surfaces in the existing workflow where the practitioner can review and act on it.
What Changes
Contract review becomes faster when AI highlights non-standard terms, missing protections, and deviations from your playbook automatically.
What Stays
The negotiation itself — reading the room, knowing when to push and when to concede, and crafting creative solutions that bridge gaps between parties.
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 draft and negotiate contracts, 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 draft and negotiate contracts 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 content do we produce the most of that follows a repeatable structure?”
They set the firm's AI adoption posture
your legal technology manager
“What's our current review and approval process, and would AI-generated first drafts change the bottleneck?”
They manage the tools and can show you capabilities you don't know exist
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.