Knowledge-management workspace for product and engineering teams to create, manage, and deliver project-based technical documentation using an "as-code" approach and agile software-development workflows. AI integration and automated tooling cut documentation costs and time-to-release significantly (e.g., up to 65% cost reduction and 60–80% faster releases).