Swimming pool expert witnesses assess pool design, construction, and maintenance to determine whether safety standards and industry codes were met. Drawn from backgrounds in aquatic engineering, pool construction, lifeguard management, and safety consulting, they analyze equipment performance, water quality systems, access control, supervision practices, and drowning risk factors.