Agent Decision Engine
How the Agent Thinks
Every recommendation is traceable from raw household signal to forecasted revenue outcome.
Reasoning flow
Seven-stage decision chain
01Understand Household
→02Predict Mobile Need
→03Evaluate Revenue
→04Assess Competitive Risk
→05Select Offer
→06Forecast Outcome
→07Recommend Action
Executive Q&A
AI Reasoning Panel
Sarah's household shows multiple first-smartphone indicators: a child entering the target age range, a new tablet on the home network, increased gaming activity, back-to-school timing, and family-plan research behavior. Similar households converted at a materially higher rate when offered a family mobile bundle.
Model conviction
Confidence Meters
Prediction Confidence92%
Revenue Confidence88%
Conversion Readiness84%
Competitive Urgency73%