Hi-tech, electronics, and semiconductor companies face unique challenges when they forecast and manage supply chain demand for their products. They can’t always identify end customers or markets. The multi-layered supply chain, including contract manufacturers, distributors, and wholesalers, limits their visibility. Additionally, geopolitics, trade wars, local market conditions, and changing technological needs impact demand management data. Demand Management solutions on AWS use machine learning (ML) algorithms built with internal and external data sources, including macroeconomic data, distribution history, and consumer market trends. By using these solutions, companies can generate high-probability forecasts with “what-if” simulations that help stakeholders visualize capacity planning.

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  • Databricks Fine-Grained Demand Forecasting Solution Accelerator

    Build Demand Forecasts at Scale. Pre-built code, sample data and step-by-step instructions ready to go in a Databricks notebook. Demand forecasting is the process of leveraging historical data and other analytical information to build models that help predict future estimates of customer demand for specific products over a specific period. It helps shape product road map, inventory production and inventory allocation, among other things. Save hours of discovery, design, development and testing with Databricks Solution Accelerators. Our purpose-built guides — fully functional notebooks and best practices — speed up results across your most common and high-impact use cases. Go from idea to proof of concept (PoC) in as little as two weeks. Start using Solution Accelerators with your free Databricks trial or your existing account.
  • o9 Solutions - Demand, Supply, IBP, Control Tower

    o9 Solutions offer AI and knowledge-powered planning & decision-making platform, enabling a truly Integrated Business Planning (IBP) capability for driving supply chain agility, revenue growth, and optimal financial performance.
  • Snowflake AI Data Cloud

    Snowflake eliminates data silos to deliver a unified platform that makes data and AI easy, efficient, and trustworthy.
  • Palantir Foundry

    Palantir Foundry empowers critical institutions of varying technical maturity to harness data throughout their operations and power their most critical decisions. Foundry provides seamless data management, analysis, and operational workflows atop a secure, extensible platform.
  • Intelligent Planning with PlanIQ

    The solution forecasts future demand based on historical, internal and external demand signals. Decision makers are presented with Forecast predictions, demand drivers, and scenarios based on pricing, promotions, and assortment inputs, to confidently make supply chain and financial decisions.
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