Supply Chain Pulse
Your 24x7 AI companion optimizing Device Ops Supply Chain operations
Powered by an agentic framework with domain-aware AI agents that autonomously orchestrate your entire supply chain—from supplier management, planning, and logistics to returns and beyond. Our intelligent companion works alongside your teams with seamless human-in-the-loop collaboration to achieve supply chain excellence.
Agentic Supply Chain Framework
Orchestrates domain specific business processes with human-in-the-loop workflows
Launching the Echo Smart Water Bottle
From concept to Back-to-School 2026 launch - see how AI agents autonomously orchestrate a complex product launch with periodic cross-functional human inputs
The Challenge
Launch an Echo smart water bottle that reminds users to hydrate via a display, shows current water levels, and enables voice ordering. Target launch: end-August 2026.
Traditional Approach
Timeline: 2-3 months of manual coordination across teams to define milestones, identify CMs and suppliers, and plan logistics.
Agentic Approach
Timeline: Days with superior accuracy - AI agents work backwards from launch date with human approvals at key milestones.
PLM Agent
Recommends key xVT milestones based on past programs. Establishes BOM structure with critical components (displays, speaker, thermal materials) by analyzing historical data.
Supplier Management
Identifies optimal contract manufacturers and suppliers for critical components based on past performance, capacity, and regional capabilities.
Planning Agent
Uses lead times to establish when material buys are required. Balances inventory costs with supply risk to optimize working capital.
Logistics Agent
Establishes handling and tariff expectations by researching water bottle manufacturers. Determines HSN codes for tariff implications.
Quality Agent
Establishes electronics and thermal test procedures. Defines defect rate thresholds and inspection protocols based on similar products.
Sub-Agents
Specialized sub-agents (BOM Change, Should Cost, Clear to Build, Country of Origin) handle granular tasks, coordinating seamlessly.
Logical Building Blocks to enable Agentic Supply Chain
A layered architecture that transforms organizational knowledge and data into autonomous decision-making
The Power of This Approach
Codifies organizational knowledge at every level - from strategic to tactical. Enables classification of opportunities into domains as combinations of agents, knowledge, and tools for automation.
Built for Consumer Electronics Manufacturing
Designed for OEMs manufacturing tablets, e-readers, smart speakers, wearables, and smart doorbell cameras.
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