The legal industry is witnessing a paradigm shift with the integration of artificial intelligence (AI) into legal work. This transformation is accelerating a new category of risk, demanding a proactive approach from general counsels (GCs) and legal operations. By 2026, GCs are expected to be at the forefront of AI governance, ensuring that AI tools are used responsibly and ethically within their organizations.
Understanding AI Malpractice Risk
The introduction of AI in legal work places in-house counsel in unfamiliar territory. The risk associated with AI-generated legal advice is amplifying organizational liability, exposing companies to third-party claims and regulatory violations. This emerging risk is further complicated by the fact that AI hallucinations can lead to court sanctions, irrespective of which department chose the tool or the vendor’s sophistication.
The American Bar Association (ABA) in 2024 issued ethics guidance emphasizing the need for lawyers to understand AI’s capabilities and limitations. Despite these guidelines, over 600 AI hallucination cases have been recorded, involving 128 lawyers. These cases highlight the judiciary’s stance that the responsibility of using AI ethically lies with the attorney, not the tool or vendor.
Prediction 1: Enhanced Engagement of General Counsels with Technology
Driven by the risk of sanctions and malpractice, GCs will engage more deeply in their legal technology strategies. Historically, legal departments have delegated technology decisions to IT or legal operations, intervening only when necessary. However, with AI, this approach is failing.
Courts have held that the obligation to preserve evidence and other legal duties cannot be outsourced. This principle extends to AI governance, where professional responsibility is paramount. As AI becomes more integrated into legal work, GCs will need to ensure active oversight and engagement from senior management.
Prediction 2: Reinvigoration of Legal Operations
Legal operations, which emerged in the early 2000s, will experience a revival as AI malpractice risk provides a renewed mandate. Legal ops bring discipline through technology evaluation, workflow standardization, vendor management, and compliance monitoring. These capabilities are crucial for AI governance and safeguarding in-house practitioners.
GCs who recognize the value of legal ops will invest in staffing and funding these teams. By building robust AI governance programs, legal ops will demonstrate their strategic importance to the C-suite, moving beyond mere process improvement.
Prediction 3: Increased Scrutiny of AI Tools
As AI tools become central to legal work, there will be heightened scrutiny over their selection and use. Legal departments have traditionally prioritized cost efficiency and ease of deployment. However, the professional obligations imposed on lawyers using AI require a reassessment of these priorities.
Courts and regulators emphasize the importance of output verification, transparency, and security controls. Consequently, GCs will evaluate AI systems based on their design, training, and governance mechanisms to ensure they support defensible legal workflows. The focus will shift from “Can this tool increase efficiency?” to “Can this tool withstand scrutiny if challenged?”
Applying Lessons Learned
These predictions reflect the natural evolution of law department behavior in response to technological and risk changes. As AI gains prominence in legal work, 2026 will mark an inflection point for GCs. Those who understand the risks to their people and reputation will respond with increased engagement and investment in education, operations, and technology to manage exposure effectively.
Note: This article is inspired by content from https://www.corporatecomplianceinsights.com/ai-risk-2026-critical-changes-general-counsel/. It has been rephrased for originality. Images are credited to the original source.