Our platform requires you to import your data using a standardized format. To begin, you must select the appropriate integration based on where your data is stored. Below is a step-by-step guide to assist you in the process.

Select the integration method based on where your data is stored:

Direct Database Connection (Preferred):

You maintain control over access, and we handle the data extraction. This method ensures seamless and secure data transfer.

If your database isn't supported, export your data in parquet format to an S3 bucket. We provide an in-depth guide for this option.

To ensure the highest forecast accuracy, all data must be provided in the following format:

Cohort Long Form (CLF): This specification requires daily cohort-level data. Delivering data in this format ensures optimal forecasting results. Please adjust your data to meet this specification.

View CLF Data Specification

Once your data is adjusted to the CLF specification, it is crucial to perform the following validation checks to ensure data integrity and accuracy. These checks should be completed before submitting your data for forecasting.

View Validation Checks

If you lack an internal view of your data, we offer an alternative for integrating your MMP. Please note that this integration is subject to the data extraction limitations of the MMP, which means you will only have access to a partial view of your actual data.