The Geek In Review

Data First, Partner Better. Jennifer McIver on Legal Ops Benchmarks, AI Agents, and Pricing Reality Checks

Dec 15, 2025
Jennifer McIver, Associate Director of Legal Operations at Wolters Kluwer ELM Solutions, shares her journey from aspiring forensic pathologist to legal ops leader. She emphasizes the importance of data visibility and effective dashboards over cluttered reports. Jennifer warns against overwhelming intake forms that lead to meaningless 'Other' categories. She also discusses the practical use of AI in enhancing productivity while tackling law firm pricing challenges and the value of strong partnerships through transparency and communication.
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ANECDOTE

Door-Slam Career Pivot

  • Jennifer McIver pivoted from aspiring forensic pathologist to practicing attorney and then into legal tech after slamming a door and Googling "what else can I do with my law degree."
  • She landed at Thomson Reuters implementing LegalTracker and built on that experience into product and industry insights roles.
INSIGHT

Visibility Plus Benchmarks Wins

  • Top legal ops teams focus on visibility by building dashboards tied to KPIs and business strategy rather than dumping all data everywhere.
  • They pair internal visibility with external benchmarks to know whether trends and rate increases are expected.
ADVICE

Simplify Intake Data

  • Do simplify data collection and focus on a handful of fields that tell a strong story instead of requiring dozens of fields.
  • Avoid free-text and 'Other' categories because they kill analytics and data discipline.
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