AI in eDiscovery Isn’t Optional Anymore
The Data Tsunami Has Hit Legal
Litigation hasn’t changed, but everything around it has. Data is growing faster than legal teams can control it:
- Every person generates 1.7MB of data per second
- 90% of the world’s data has been created in the last two years
- 60%+ of corporate data is now cloud-based
And it’s not just volume, it’s complexity: chat threads, video files, IoT data, Teams recaps, Copilot-generated summaries. Add in hybrid work, cross-border custody, and privacy mandates, and even simple matters become digital minefields.
Without the right tools, eDiscovery becomes a liability: slower, riskier, more expensive.
The Real Risk: What Firms Lose Without AI
Without evolving, AI-enabled workflows, law firms face:
- Sanctions from missed deadlines or data preservation gaps
- Inaccurate reviews due to volume and human error
- Uncontrolled spend with ballooning per-GB fees
- Reduced client trust when reviews stall or misfire
The result? Teams stuck in the weeds, spending hours sifting through irrelevant docs instead of shaping case strategy.
The IST Solution: AI That Works the Way Legal Thinks
AI doesn’t just speed up review, it’s reshaping what’s possible. At IST, we integrate artificial intelligence at every stage of the discovery lifecycle to handle more data and understand it better. We help you:
- Identify the right custodians and scope faster
- Cut document volume by 50% or more
- Quickly identify high-risk documents before they slow you down
- Reduce costs without cutting corners
- Ensure compliance across jurisdictions
Our Discover-E platform pairs machine learning, behavioral analytics, sentiment detection, and NLP with human oversight to guarantee a faster, smarter, and more defensible review.
Where IST’s AI Delivers Real Advantage
AI-Powered Review Tools
- Technology-Assisted Review (TAR 2.0): Uses supervised learning to prioritize relevance
- Concept Search & Clustering: Surfaces thematic connections humans miss
- Named Entity Recognition: Extracts PII, PHI, organizations, and sensitive terms
- Sentiment Analysis: Detects tone shifts and emotional signals in documents
- Image Recognition: Flags visual evidence—even if renamed or modified
GenAI in a Support Role (for Now)
Generative AI is evolving, but not yet review-ready. We use it responsibly for:
- Drafting outlines, summaries, and timelines
- Case research support
- Forecasting potential litigation costs
IST stays ahead of this evolution—with safeguards in place. Our models are never unsupervised. We document practices, offer opt-outs, and keep you on firm legal ground.
Why Now: Market Forces You Can’t Ignore
The market isn’t waiting for firms to catch up:
- The global eDiscovery market will hit $25.11B by 2029, up from $16.89B today
- Review, once 64% of eDiscovery costs, will shrink to 52% by 2029—because AI works
- Collection and processing costs are rising, demanding partners who can optimize upstream
Cloud-first infrastructure is now the norm. By 2029, 78% of eDiscovery will be hosted off-prem, where AI tools integrate more deeply and securely with plenty of room for adaptability.
Where IST Comes In: Your Full-Service AI Partner
From first custodian to final production, IST’s full-service approach reduces risk, accelerates timelines, and gives your team the clarity and control to act decisively—no matter how complex the matter.
Consulting & Early Case Assessment
Define the right scope before your data overwhelms you. Our team helps shape strategy from day one.
Digital Forensics & Collection
Mac, Windows, mobile, cloud, messaging, RSMF formats—we collect it all defensibly and forensically, with full metadata and affidavit support.
Processing & Hosting
We move your data into Relativity, Reveal, or our proprietary platform—cutting review time by up to 50%. We’ve migrated entire firms from platforms like Ringtail, Concordance, and Summation without disruption.
AI + Analytics + TAR
We integrate tools like Brainspace, NexLP, Reveal, and our own free Discover-E Analytics (near-dup detection). We support TAR 2.0, active learning, and smart clustering.
Managed Review, On-Site or Remote
Whether you need 5 attorneys or 50, in-person or remote, we staff fast and staff smart with experts in the subject matter, not just warm bodies.
Secure Production
Branding, native-to-image, chain of custody, encryption (SSL-128 in transit, AES-256 at rest). Full compliance with SOC 2 Type 2 and EU-US data privacy standards.
Results Our Clients Have Seen
- “$40K saved and 50% review time cut”
- “More competitive cost. A lot more gainful.”
- “Communication and transparency unmatched.”
- “More accurate results, faster, and it saved us money.”
Common Questions, Straight Answers
Q: Will AI disrupt our workflow or require new platforms?
A: Not at all. IST integrates with your current stack—Relativity, Reveal, Brainspace—with no steep learning curve.
Q: Can we trust AI results in court?
A: Yes. All results are human-reviewed, documented, and aligned with FRCP, DOJ, and SEC standards.
Q: What happens if our case suddenly explodes in scope?
A: We scale with zero drama. Overnight if needed. We’ve done it before—across continents.
The Bottom Line: This Is Bigger Than Just Tech
This isn’t about AI for the sake of AI. It’s about giving your legal team more:
- More time to think strategically
- More control over cost
- More confidence in results
- More wins for clients
At IST, we pair people who listen with tech that works. It’s not just software. It’s a strategic advantage.
Let’s Get You Ahead of the Curve. Don’t wait until the next massive data set, surprise custodian, or tight deadline. Let’s talk about how IST makes discovery smarter, faster, and safer—right now. Contact us today!
References
James N. Dertouzos, Nicholas M. Pace, Robert H. Anderson, The Legal and Economic Implications of Electronic Discovery: Options for Future Research. Occasional Paper. RAND Institute for Civil Justice. Santa Monica, CA. 2008. https://www.rand.org/content/dam/rand/pubs/occasional_papers/2008/RAND_OP183.pdf
Moze Cowper & Amor Esteban, EDiscovery, Privacy, and the Transfer of Data Across Borders: Proposed Solutions for Cutting the Gordian Knot, 10 SEDONA CONF. J. 263 (2009). https://www.thesedonaconference.org/sites/default/files/publications/Cowper%20263-276_0.pdf
Greg Buckles, 2025 eDiscovery Market – Rough Entry for ALSP/LPO Players, eDiscovery Journal. 2025, July 11. https://ediscoveryjournal.com/2025-ediscovery-market-rough-entry-for-alsp-lpo-players/
Licensing Over Litigation? U.S. Copyright Office Offers a New Path Through AI’s Legal Labyrinth. Complex Discovery. 2025, May 11. https://complexdiscovery.com/licensing-over-litigation-u-s-copyright-office-offers-a-new-path-through-ais-legal-labyrinth/