솔루션 액셀러레이터

Build Demand Forecasts at Scale

사전 구축된 코드, 샘플 데이터 및
단계별 지침을 Databricks 노트북에
즉시 적용합니다.

시작하기

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.

According to McKinsey, a 10% to 20% improvement in supply chain forecasting accuracy is likely to produce a 5% reduction in inventory costs and a 2% to 3% increase in revenues. In a world where margins are increasingly narrow and critical, this percentage can be make or break. But traditional supply chain forecasting tools have failed to deliver the desired results, limiting success of retailers and manufacturers.

Generate fine-grained forecasts at the retail store level in less time

Perform fine-grained forecasting at the store-item level in an efficient manner, leveraging the distributed computational power of the Databricks Lakehouse Platform. This accelerator helps retailers overcome the technical limitations of legacy data analytics solutions that undermine forecasting accuracy. Instead, perform full forecasts on atomic-level data within tight service windows to do things like:

  • Construct a forecast for each store-item combination
  • Project demand for each product across stores
  • As new sales data arrives, efficiently generate new forecasts and append existing forecasts
노트북 다운로드

Forecast demand at the part level for streamlined manufacturing

Perform demand forecasting at the part level rather than the aggregate level to minimize disruptions in your supply chain and increase sales. Leverage this accelerator to:
  • Build fine-grained demand forecasting that can be scalably performed on a more frequent basis
  • Manage material shortages and predict overplanning
노트북 다운로드

리소스

여러분에게 필요한 모든 리소스가 한 곳에 있습니다. 이미지

여러분에게 필요한 모든 리소스가 한 곳에 있습니다.

리소스 라이브러리에서 대규모로 수요를 예측하는 방법을 알아보세요.

eBook 및 동영상

설명 영상

블로그

솔루션 액셀러레이터로 혁신 속도를 단축하고
모든 산업에 인기 있는 데이터 및 AI 사용 사례를 제공합니다.
솔루션 라이브러리 전체 보기 ➞

시작할 준비가 되셨나요?

Databricks 무료로 시작하기