Turn fuzzy observations into sharp problem definitions. Paste a vague complaint or rough hypothesis and SPM writes a clear, structured problem statement your team can align around.
A symptom, a complaint, a gut feeling, or even a solution someone proposed. SPM works backward from whatever you have to find the real problem.
The AI separates what is wrong (symptom) from why it is wrong (root cause), identifies who is affected, and draws the boundary of what is in and out of scope. Fuzzy thinking becomes a precise definition.
A clear problem statement with root cause chain, evidence section, and scope boundaries. Share it before a planning session and stop debating what you are actually trying to solve.
SPM works through the symptom to find the structural cause. You stop fixing the same surface problem repeatedly.
Defines what is in scope and what is explicitly out of scope. Team alignment starts from a shared boundary, not a shared complaint.
If you paste "we should build X," SPM extracts the underlying problem and writes it as a problem statement. Start with the problem before committing to a solution.
Business impact sized in revenue, time, or opportunity cost. Estimates are flagged as estimates so stakeholders know what to validate.