Produces: AI Strategy Roadmap (primary client deliverable)
1 ENGAGEMENT DETAILS
2 ARIA FINAL DISCOVERY ANALYSIS (POST STAGE 4) *
Upload the Stage 3 output -- updated if anything changed in Stage 4
3 STAGE 4 SESSION NOTES *
Session notes take priority over the Final Discovery Analysis where they conflict
Level 2 HITL -- before sending to the client: Review all five sections substantively. Every recommendation must reflect your professional judgment. The AI Strategy Roadmap is the document your client will use to make investment decisions -- it must be reviewed and owned by you before delivery.