search information in natural language with results grounded in their own content. Stage Two UK & USA also runs an ongoing run and evolve retainer to tune, retrain, and extend agents as client workflows change. All code, prompts, pipelines, and keys are deployed into client-owned cloud accounts, with data remaining inside the client perimeter. The firm emphasizes evaluation harnesses, least-privilege access, audit trails, and data boundaries in every build.