Technology – Probate: From Precedent to Prediction: AI’s Impact on Estate Planning Strategies
The practice of trusts and estates law, characterized by its reliance on precedent, intuition, and tradition, is undergoing a transformative shift. The advent of artificial intelligence (AI), particularly through predictive analytics and risk assessment tools, introduces a new dimension to legal practice. These technologies promise to enhance efficiency, inform strategy, and proactively mitigate disputes, reshaping how attorneys approach fiduciary litigation and estate planning. Attorneys are ethically obligated to use these tools cautiously to ensure that our clients’ information is kept confidential and that our work product remains legally and factually accurate.
To address challenges with AI, the “human-in-the-loop” (HITL) concept emerges as a critical paradigm. HITL posits that although AI can process vast amounts of data and generate sophisticated insights, human intelligence and ethical judgment must remain integrated at critical junctures within the workflow. In the context of trusts and estates law, attorneys do not passively accept AI outputs but actively engage in critical review, independent verification, and contextual understanding. For predictive models, this translates to scrutinizing the AI’s predictions against a deep understanding of legal precedent and unique case facts. AI-assisted financial planning means thoroughly validating recommended strategies to ensure alignment with a client’s specific goals, risk tolerance, and ethical considerations that an algorithm cannot fully grasp. By maintaining this active engagement, attorneys can transform AI from a mere output generator into a powerful yet carefully managed, nonlawyer analytical assistant.
Integrating AI into trusts and estates law represents both a challenge and an opportunity for legal practitioners. Predictive models and AI-powered financial tools offer immense analytical power, promising greater efficiency and precision. The “black box” problem is a formidable ethical challenge, however, demanding proactive and diligent attention from all practitioners. The inherent opacity of some AI systems underscores a crucial truth: AI can amplify efficiency, but the ultimate responsibility for sound judgment, ethical practice, trust, and empathy remains firmly with the attorney.
For more information see Emma Connor “Technology – Probate: From Precedent to Prediction: AI’s Impact on Estate Planning Strategies,” ABA Probate and Property Journal, September 1, 2025.