Survey: Nearly 90% of Legal and Tech Pros Say Operational Gaps, Not Regulation, Threaten Defensibility

Why It Matters

The findings highlight a shift from compliance‑driven concerns to internal execution challenges, urging enterprises to prioritize governance and cross‑functional collaboration to protect litigation outcomes and control costs.

Key Takeaways

• 90% cite internal gaps over regulation for eDiscovery risk
• AI used by 47% now; 80% plan adoption
• Legal‑IT alignment impacts speed, accuracy, defensibility
• Governance and automation together shape 2026 eDiscovery strategy
• Budget, expertise, governance gaps hinder defensible discovery

Pulse Analysis

The Exterro survey signals a pivotal change in how organizations view eDiscovery risk. While regulators continue to tighten data‑privacy rules, the study shows that internal operational flaws—such as siloed workflows, insufficient budgets, and a lack of centralized governance—are now the dominant threat to defensibility. This reality forces legal departments to move beyond compliance checklists and embed discovery processes within broader enterprise risk‑management frameworks, ensuring that technology investments translate into reliable, court‑ready outcomes.

Artificial intelligence has rapidly transitioned from experimental pilots to core components of discovery pipelines. With 47% of teams already leveraging AI and an additional 80% preparing to do so, the technology promises faster document review, predictive coding, and more accurate data classification. However, the speed of AI integration outpaces the development of governance policies, creating a gap that could expose firms to inadvertent data mishandling or biased outcomes. Companies must therefore adopt AI‑specific oversight models, including model validation, audit trails, and clear accountability structures, to maintain defensibility as automation scales.

Looking ahead to 2026, the convergence of AI and data governance will define competitive advantage in legal operations. Survey respondents identified AI, automation, and robust retention policies as the top drivers of future eDiscovery strategy, accounting for nearly 60% of the influence. This underscores that successful firms will treat governance not as a compliance afterthought but as the foundational layer that enables sustainable automation. By aligning legal and IT teams, investing in skilled personnel, and establishing disciplined governance frameworks, organizations can harness AI’s efficiency while safeguarding the integrity of their discovery processes.