The AAA AI Arbitrator, TechCred, and Document-Heavy Construction Disputes
How Dr. Barry Appleton’s Intuitu Personae Warning Defines the Future of AI in Arbitration Document-heavy, lower-margin construction disputes have long suffered from bloated administrative costs and document churn. The American Arbitration Association’s (AAA) new AI Arbitrator pilot directly targets this inefficiency. An Elite Sandbox: The AAA AI Program According to recent program frameworks published by AAA leadership, this innovation is a tightly managed, elite sandbox: The Scope: Restricted to voluntary, two-party, document-only construction disputes. The Target Metrics: Structured to slash arbitration costs by 30% to 50% and reduce total resolution time by up to 30%. The Closed Engine: Co-developed with McKinsey’s QuantumBlack, utilizing a closed database of 1,500+ historical AAA construction awards to eliminate open-internet "hallucinations." The Interactive Loop vs. The TechCred Warning Unlike automated algorithms that bypass human oversight, the AAA pipeline requir...