
Phase 7 → File 07 → ChatGPT

# FINAL SYSTEM POLISH – PRODUCTION READINESS CHECK

Review the entire system architecture and suggest:

1. Security improvements
2. Performance improvements
3. Inventory safety checks
4. Target calculation verification logic
5. Low stock alert improvements
6. Minimal logging strategy
7. Backup strategy

Keep recommendations realistic for MVP.
Do not over-engineer.

# FINAL SYSTEM POLISH – SMART MVP REVIEW

Review the upgraded system including:

1. Projection logic validation
2. Return calculation safety
3. Compliance tracking integrity
4. Inventory health accuracy
5. Performance metric reliability
6. Edge cases (e.g., zero sales, new partner mid-year)
7. Admin return liability forecast accuracy

Keep realistic for MVP.
No over-engineering.
Focus on business correctness.

