Clarify AI

Clarify AI is a thinking tool that turns loosely defined problems into structured issue trees, the same problem-decomposition framework used by management consultants at firms like McKinsey, BCG, and Bain. A user describes a vague idea or challenge, and the tool refines the ambiguity, breaks the problem into a tree of sub-questions, and organizes it into a clear structure that can be worked through branch by branch. It can also conduct targeted research to fill in supporting information and generate "actionable notebooks," documents with curated prompts and context for moving from analysis to a decision or plan. The product is aimed at consultants, managers, and knowledge workers who need to organize complex problems quickly rather than starting from a blank page or an unstructured chatbot conversation. Its stated value proposition is reducing the friction of managing context when using general AI chat tools directly, rather than offering a fundamentally different underlying model; the team is upfront that it builds on top of existing AI models like ChatGPT and Claude. Clarify AI is backed by Microsoft for Startups. Pricing is not disclosed on the site, and the company states user responses are not shared with external parties without explicit permission. One limitation: since it works by structuring and researching problems rather than solving them outright, results still depend on how well a user articulates the initial idea.