Panoply is a self-optimizing analytics infrastructure. When data is first loaded into the platform, Panoply has no knowledge of your specific needs. Due to this, it provides the same performance as an unoptimized AWS Redshift cluster.
As you begin analyzing your data, the platform learns your business logic and will rebuild your schema in an agile way. Over time your database performance will increase. The initial optimizations occur within three days of your first analysis.
Within two weeks, with regular use, your schema’s optimization should be complete. If the performance isn’t as significant as expected, please contact your account’s data architect. Or, use the chat box in the lower right to request a demo and have a data architect appointed.