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Beyond the Buzz: How Legal Teams Are Really Using AI

Recap · Masters Conference Denver · 2023

Right Discovery Staff Writer

"AI Stories from the Front Line" paired Sloane Dryer (Holland & Hart) with Pete Feinberg(Consilio) to document deployments that survived privilege review, not PowerPoint. Dryer's blunt opener still echoes: "If you're not using AI yet, you're already behind."

Workflows that stuck

  • Privilege logs: GenAI drafted entries for an 80k-document privilege sprint—over half accepted verbatim once counsel tuned prompts and QC loops.
  • Relevance coding: A modeled stack hit 96% agreement with gold-standard reviewers while surfacing rationale strings attorneys could audit in seconds.
  • Email hygiene:SimplyFile-style Outlook extensions learned from individual filing habits, reclaiming hours weekly without aspirational "inbox zero" theater.
  • Meeting intelligence: Homegrown pipelines on Claude/OpenAI baselines beat consumer Zoom summaries on fidelity, redaction, and privacy guardrails.

Caveats worth the airtime

Spreadsheets, chat exports, and other semi-structured payloads still humble models; hallucination risks demand privilege-aware reviewers and lineage tracking; "context-rich" prompting—audience, tone, exemplars—often beats brute-force token dumps.

"AI isn't just changing how we practice law—it's changing what's possible."

Questions? solutions@rightdiscovery.com

Topics: generative AI, privilege logs, SimplyFile, Claude, OpenAI, prompt engineering, document review, Right Discovery, Masters Conference Denver