Resolution Economics | AI Transformation Index

Overview

Resolution Economics is a litigation consulting and expert witness firm that earns fee-for-service revenue by providing economic, statistical, and forensic accounting analyses—primarily in labor & employment disputes, class actions, forensic investigations, and compliance matters—delivered through a credentialed professional workforce of economists, accountants, and analysts.

Executive Summary

Resolution Economics is a high-opportunity, moderate-durability consulting business where the PE-relevant AI thesis is throughput multiplication: AI can compress the analyst production layer dramatically, allowing the same credentialed expert principals to support far more engagements and potentially serve a broader client base. The structural anchor—expert testimony requiring a qualified human witness—prevents full substitution at the top of the value stack, but the surrounding analytical production workflows are highly automatable and the firm has no evident internal AI capability to capture this themselves. The strategic risk is that AI commoditizes boutique economic consulting faster than the firm can reposition around its expert franchise, making the timing and execution of AI transformation the critical variable for value preservation and creation.

Durability Rationale

Resolution Economics' durability rests on a structural anchor—the expert testimony requirement—that AI genuinely cannot replace: courts require qualified human witnesses subject to cross-examination, and that regulatory constraint is not going away. But this anchor protects only the top of the value stack; the analytical production layer beneath it, which constitutes the majority of the firm's labor and likely a significant share of its billing, is highly substitutable. The profit pool migration risk is real as law firms internalize AI-augmented analytics, and the firm's competitive position relies heavily on individual expert reputation rather than platform-level defensibility that would be resilient to talent departure or AI-empowered boutique entry.

Opportunity Rationale

The AI opportunity here is substantial and largely unrealized: the firm's production function is almost entirely cognitive, the analytical workflows are precisely the type that LLMs and AI agents compress most dramatically, and the engineering team is small with no evident AI roadmap—meaning outside catalysis could unlock significant value. Throughput multiplication is the central thesis: the same credentialed expert principals could underpin far more engagements if the analyst-hours beneath them collapse from AI augmentation, converting a labor-constrained boutique into a leveraged intelligence platform. The domain has real specialized knowledge—employment economics, forensic methodology, legal framing—that makes domain-specific AI more powerful than a generic model, though much of the work is rules-adjacent enough to temper how high the domain amplification ceiling actually sits.

Key Risks