The rubber industry uses AI to automate routine laboratory work and unlock value from legacy datasets. These tools focus testing efforts and streamline information access for materials scientists. While the gains are incremental, practitioners can reduce manual iteration cycles. Responsible implementation prevents data hallucinations in critical chemical formulations.