ManusAIForAllHackathon

Checkpoint: Enhanced Strategy tab "Items Needing Attention" section to show low margin and low volume items from profitability data. Fixed totalQuantity string-to-number parsing bug. Logic now identifies: (1) High priority items with margin below 60%, (2) Medium priority items with margin opportunity vs best performer, (3) Low priority items with sales opportunity. Each item shows specific reason and actionable suggestion.

Checkpoint: Updated Strategic Insights and Profitability pages to show current profit ($32,919.98) calculated from actual sales data. The business metrics function now uses the most recent sales date as reference point, allowing historical demo data to work correctly. Both pages are now synced and display consistent profit calculations.

Checkpoint: Fixed daily usage calculation in Inventory to properly link sales -> menu items -> recipes -> ingredients. The analytics now use the most recent sales date as reference point, allowing historical demo data to work correctly. Also filtered out packaging ingredients from AI promotion recommendations.

Checkpoint: Synced Strategy and Profitability pages to use same data source. Updated Order Command daily usage calculation to use past 30 days average for more accurate projections. Added business metrics endpoint for real-time data sync.