Optimization Expert Witnesses

Optimization methods determine how companies schedule production, route shipments, allocate resources, control processes, and price services, which means disputes over those methods can carry significant operational and financial stakes. Technology companies litigate patents on scheduling, routing, and resource allocation algorithms, while software vendors and customers contest whether planning and optimization systems delivered promised efficiencies. Process plant owners and technology licensors dispute performance guarantees tied to throughput, yield, and energy consumption, and optimization models increasingly underpin damages analyses that claim to show how a business would have performed absent a breach. The central question is typically whether a model or system was properly formulated, correctly implemented, and capable of producing the results claimed.

An optimization expert helps counsel examine those models from the inside. The analysis may involve reviewing problem formulations, objective functions, constraints, input data, and solution methods to determine whether a model represents the real operating environment and whether its outputs are reliable. In patent matters, operations researchers and control engineers can map claimed algorithms to accused software or processes and evaluate prior art in mathematical programming, control, and heuristics. In performance and contract disputes, experts can assess whether a process control or planning system was designed and tuned appropriately and whether shortfalls reflect the technology, the data, or operating decisions. The same scrutiny applies to damages models, where unrealistic constraints or assumptions can produce precise-looking but unsupportable conclusions that counsel can then challenge.

Optimization spans operations research, control engineering, applied mathematics, supply chain management, and computer science, and the expert who can dissect an integer programming model may not be the right witness on distillation control or trajectory design. Experts in our network include operations researchers who have published on integer programming, scheduling, and dispatching, and a process control specialist who has directed an industrial optimization consortium for more than fifteen years and authored a process control textbook. The network also includes aerospace engineers experienced in trajectory optimization and embedded control, supply chain scholars focused on project scheduling and sourcing strategy, and mechanical engineers who have testified on boiler operations, steam distribution, and code compliance. With more than 75,000 expert searches completed, Round Table Group understands how to identify the optimization specialist whose methods match the models and systems in your dispute. Contact us to discuss your case by calling us at (202) 908-4500.