Minang Techno

StockPilot Agent™ (UNP Mart Edition) is an autonomous, multimodal supply-chain replenishment and closed-loop procurement orchestration engine built for multi-branch retail, F&B franchises, and high-velocity convenience stores in Southeast Asia. The Problem It Solves: Retail store and warehouse managers lose up to 12% of weekend peak revenue due to sudden stockouts of fast-moving consumer goods, while spending 2–3 hours manually cross-referencing fragmented vendor spreadsheets across unit prices, Minimum Order Quantities (MOQs), and delivery lead times. Conversely, businesses are hesitant to adopt fully autonomous AI procurement because standard LLMs hallucinate financial arithmetic, lack spend governance, and fail to protect both buyers and suppliers when physical deliveries are delayed, damaged, or incomplete. Our Solution (Full Closed-Loop Workflow): Instead of a passive dashboard or a generic chatbot wrapper, StockPilot Agent™ executes a transparent Observe → Reason → Plan → Act → Verify control loop in under 5 seconds: 1. Real-Time Depletion & Multi-Vendor Trade-Off Reasoning: When live POS checkout surges or warehouse voice reports breach safety stock thresholds (e.g., Friday evening coffee rush), the agent evaluates competing vendors—automatically prioritizing a 6-hour Express Hub over a 48-hour Bulk Wholesaler to prevent a $2,400 weekend stockout loss. 2. Zero-Hallucination Deterministic Math & Human Governance: All deficit calculations, MOQ pack-size ceilings, and total costs are strictly isolated in a deterministic TypeScript math engine (src/lib/math.ts), paired with a 1-click Human-in-the-Loop approval gate and instant two-way WhatsApp supplier dispatch. 3. Physical Proof-of-Delivery & Two-Way SLA Escrow Settlement: Upon delivery at the warehouse dock, computer vision verifies physical box counts and condition before releasing locked escrow funds—automatically settling full payouts for verified goods, refunding working capital on partial/damaged shipments, auto-routing shortages to backup suppliers, and restoring live inventory back to HEALTHY status with an auditable PDF certificate