Improve your supply chain operations and better understand your customer’s behavior.

Analyzing and understanding your data can give you valuable insight into demand for your products, which you can use to improve the accuracy of your financial planning, strengthen sales & marketing efforts, and more effectively manage your supply chain.

The Data Science Starter Kit from Aptitive takes the complexity out of the demand forecasting process. Our team will use cutting edge data science techniques to gather, organize, and integrate your company’s data, producing an actionable forecast in just 6-8 weeks.

The Benefits of a Data Science Starter Kit:

PRODUCT PLANNING

Plan products with greater accuracy

INVENTORY MANAGEMENT

Avoid costly inventory shortages and excesses

OPPORTUNITY DISCOVERY

Discover new areas of opportunity while shedding light on key customer segments

IMPROVED OPERATIONS

Identify new supply chain KPIs and improve related management processes

BUSINESS INSIGHTS

Gain a deeper understanding of your business

IDENTIFY RISK

Better assess risk for stronger contingency planning

PROCESS AUTOMATION

Streamline operations with automated purchasing

SUPPLY CHAIN VISIBILITY

Achieve better visibility into supply chain health

What We’ll Do:

Conduct stakeholder interviews to understand current methods and factors

Identify, clean, and transform most relevant KPIs/driving factors

Develop a high-quality predictive model that meets accuracy expectations

Integrate the model into BI tool for easy tracking, reporting, and scenario building

Provide a summary of driving factors and how they affect demand

What You’ll Get:

A predictive model that provides an estimate of future product demand along with the ability to run scenario simulations to perform more risk assessment and mitigation

A dashboard showing the forecast along with other important measures

A short summary of our findings including how factors affect demand, model limitations, and recommendations for improvement

Technologies:

Our tech agnostic approach means that we can build a solution with the leading cloud platforms, data management, and data science technologies.

Here are some of the technologies our team will use to build the right solution for your organization.

DATA SCIENCE

  • Dataiku
  • H20
  • Python
  • R
  • Spark
  • AWS Sagemaker
  • Azure IoT Edge
  • Azure ml
  • Databricks
  • Kafka

BI & ANALYTICS

  • Tableau
  • Looker
  • Qlik
  • Sigma
  • PowerBI

CLOUD PLATFORMS

  • Azure
  • Google Cloud
  • Snowflake
  • Databricks

Get Started Today

Leverage Aptitive’s Data Science Starter Kit to take the complexity out of the demand forecasting process.