All templates
Personalization

Adaptive discounting

Offer your best promos to the customers who most deserve it — using SQL Server

You’ll need a Faraday account to use this template. It’s free to sign up and you can use sample data to start.

SQL Server logoIf you're already using SQL Server and you're curious about how to fine-tune your promotional offers, Adaptive discounting predictions from Faraday might be a natural fit for you. Think of it as a way to use your existing data to figure out which customers should get the best deals, without any guesswork. Instead of blasting out one-size-fits-all promotions, you can tailor your offers based on who will truly appreciate and respond to them. It’s like giving each customer the VIP treatment they actually deserve. By integrating these predictions into SQL Server, you can seamlessly blend them into your current workflows, making it easier to act on insights and see tangible results.
  1. Step 1

    Connect your data sources

    Use the link below to connect SQL Server to Faraday. You can also skip this step and use CSV files to get started instead.
  2. Step 2

    Ingest your data into event streams

    This allows Faraday to understand what your data means. This link will guide you through ingesting the data necessary to power this template.
  3. Step 3

    Organize your customer data

    You'll create groups, called cohorts, that are the essential building blocks of Faraday and allow you to easily predict any customer behavior.
  4. Step 4

    Declare your prediction objectives

    With your cohorts defined, it's easy to instruct Faraday to predict the necessary behaviors. Follow the docs with the link below.
  5. Step 5

    Define your adaptive discounting pipeline and deploy to SQL Server

    Finally, deploy your prediction with the link below.
  6. Step 6

    Deploy to SQL Server

    Create a deployment target using the SQL Server connection you created above. Or, get started by simply deploying to CSV.