Data Processing
Advanced processing tools only when you need them.
Solutions for some of the most common processing problems
Identity Resolution
Multi-user, multi-device, in time, and recursive mapping.
Remove Lists
Automatically remove bots, spam accounts, and more with a SQL-first approach.
Anomaly Detection
Narrator finds data integrity issues automatically.
Incremental Updates
Incremental updates save you on compute cost but can cause drift, so we do a lot to ensure that it's successful.
Intelligent Reconciliation
We do nightly reconciliation to ensure you have the most accurate stream.
SQL Alerts
Write your own tests and automated alerts with SQL.
Many to Many SQL to Activities
Keep your modeling layer clean by having smaller SQL transformations and let Narrator combine them into your activity schema.
Window Updates
Resync the last few days of data with a simple checkbox.
Aliasing Activities
Combine users with multiple emails or changed identifiers and Narrator will remap customers historically.
Automatic Helper Columns
We incrementally compute the activity_occurrence and activity_repeated_at columns to speed up all your queries.
Intelligent Debuggers
Narrator's debuggers always give a detailed assessment with example SQL queries showing the cause of the issue.
Historical Data Checks
Never lose data from a backfill with weekly random samplings of historical data to see if anything has been backfilled and needs to be resolved.
Narrator's advanced processing gives you fast and reliable data
Whether you have millions, billions, or trillions of rows, we built a system that can handle processing your data in the most efficient and cost-effective way.
Scale
Save money on your warehouse
Data Cleaning
Clean identity and a single source of truth that is reliable
Data Integerity
Integrity checks to ensure the data is accurate