Project Overview

Solution: Turning e-discovery into strategic advantage

In two weeks, InteliGems consulting helped a litigation firm transform its EIS and discovery workflows into competitive advantage.

We leveraged pre-built open source components to deploy an AI  agent solution to automate tedious tasks, uncover intent and ensure admissibility.

Challenges & Objectives

Crushing Deadlines, Unreliable AI, IP Risk, High Vendors Costs

A mid-sized litigation firm faced a 60-day deadline for ahigh-stakes IP case, burdened by unreliable AI and manual processes:

  • Inefficiency: 100+ hours and $10k+ per case on prep/tagging.
  • Accuracy Risks: 85% evidence identification accuracy and frequent privilege mis-tags, risking disclosures.
  • Privacy Exposure: Sensitive data exposed to commercial language models risk inference leakage.
  • Siloed Tools: Inadequate integration of emails, chats, recordings, spreadsheets and docs, limiting insights.
  • Missed opportunities: Relationship graphs overlooked hidden intent/connections needed to win cases.
"InteliGems relationship mapping uncovered a pattern of communication we would have otherwise missed, which became the cornerstone of our successful motion. —Litigation Partner"

Tangible Benefits:

Less time sifting, more for briefs, strategy and client interaction

Our bespoke private AI slashes review time, reduces privilege risk, and cuts paralegal hours eliminating vendor costs while keeping every record audit ready for courtroom compliance.

MetricBefore Odyssey AIAfter Odyssey AIImprovement
First Pass Review Time42 days2.5 days-94%
Privilege Mis - Tags9.8%1.5%-85%
Paralegal Hours640 hrs192 hrs-70%
Annual SaaS Spend$120k$0Eliminated

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