Atlas Research
Having historical and live data from a single normalized API removed weeks of data-engineering work.
The challenge
Atlas Research needed deep, consistent history across multiple asset classes for cross-market studies — but their data came from disparate sources with mismatched timestamps and identifiers.
The solution
AllTick provided 12+ years of normalized tick and bar history alongside the live feed, all under one schema, so notebooks generalized across markets.
The results
- Weeks of data-engineering work eliminated per study.
- Reproducible pipelines shared across the research team.
- Cross-asset studies that were previously impractical became routine.