OpenAI's current FAQ, migration guide, feature rollout, and pricing all put the Responses API at the center. For businesses running internal AI helpers on older assistant patterns, that turns legacy threads, tools, retrieval, and cost assumptions into a concrete migration project with operational and budget impact.