AI can help you brainstorm, draft a PRD, generate technical requirements, but without proper gating process such as has end-to-end workflow, user experience, gap analysis, test cases, you simply have requirements that development team cannot implement against, or coding agent that will decide on its own. Cadenly utilizes proven workflows that enterprises have adopted, and startups should, an AI Product Manager agent useful for founders, new PMs for learning, and veterans to save time.