On-Demand Webinar

What to Predict? The Most Effective Frameworks for Predictive Analytics

Start your AI project with the business problem

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4 Frameworks—and the KPIs to Predict

At Pecan, we've determined a large contributing factor to the high rate of failure in data science and ML projects is the disconnect from the business problem. By using predictive frameworks, your data teams never lose sight of the business problem and can focus solely on the KPIs that drive real business value.

In this webinar, we covered the frameworks and associated goals across:

  • Predictive Demand Forecasting
    • Increase sales, and reduce inventory and manufacturing costs across Supply Chain, Finance, and Risk Management
  • Customer Churn & Retention
    • Identify highest value customers at highest risk of churn or reduced activity
  • Lifetime Value
    • Allows marketing teams to quantify the ROI for every investment in customer acquisition, conversion and promotion
  • Upsell & Cross-sell
    • Increase conversion rates, reduce ROI, and improve customer experience


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"Prediction is just the logical evolution of big data, but it's simply not scalable to work months on every new model. That's where the Pecan magic comes in, cutting development time from months to days. "

Assaf Shahaf
Head of BI, Appsflyer

“The Pecan platform was able to build models from raw and broken data in days.
A task that would take a team of data scientists months.”

Maayan Ekstein Konnect
Volkswagen Group

"Predictive analytics is marching towards automation and I believe Pecan has built a great product for it. The Pecan platform enables business analysts to reduce the complexity of building and deploying predictive models and will help transform the way data science projects are executed."

Eran Abikhzer-Agam
VP Data, Fiverr

“With the Pecan platform, we are able to build models in literally days, without having to deal with data preparation or machine learning algorithms. There is a huge potential to the Pecan platform, and we are adopting this innovative approach in order to deliver exactly what our customers are looking for.”

About Pecan

Pecan is an automated AI-based predictive analytics platform that simplifies and speeds the process of building and deploying predictive models in various customer-related and operational use-cases. Pecan does not require any data preparation, engineering or prepossessing - it connects directly to raw data, and uses neural networks to automate the entire predictive process.