VP Regulatory Affairs
Expert witness and hearing preparation
What You Do Today
Prepare for and participate in evidentiary hearings. Coach company witnesses for cross-examination, prepare redirect questions, and manage the hearing room dynamic to present the strongest case.
AI That Applies
AI analyzes opposing testimony to identify weaknesses, generates potential cross-examination questions, and helps prepare rebuttable points based on data inconsistencies.
Technologies
How It Works
The system ingests opposing testimony to identify weaknesses as its primary data source. The processing layer applies the appropriate analytical models to the structured data, generating scored outputs that surface the most actionable insights. The output — potential cross-examination questions — surfaces in the existing workflow where the practitioner can review and act on it.
What Changes
Opposing testimony analysis becomes faster and more thorough with AI-assisted inconsistency detection.
What Stays
Cross-examination strategy, witness coaching, hearing room advocacy, and the real-time judgment calls that determine hearing outcomes.
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 expert witness and hearing preparation, 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 expert witness and hearing preparation 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 board chair or lead independent director
“What data do we already have that could improve how we handle expert witness and hearing preparation?”
They shape expectations for how AI appears in governance
your CTO or CIO
“Who on our team has the deepest experience with expert witness and hearing preparation, and what tools are they already using?”
They own the technology infrastructure that enables AI adoption
a peer executive at a company further along on AI adoption
“If we brought in AI tools for expert witness and hearing preparation, what would we measure before and after to know it actually helped?”
Their lessons learned are worth more than any consultant's framework
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.