top of page

Enriching Financial Data Streams

Knowledge is power yet extracting insights out of terabytes per day of data streaming across the internet is a challenge.  Data is available, but not in an easily usable format.


Extract relevant data

Simplify data preparation

Prepare data for processing

Populate machine learning models

   Unlock    insights

Parse streaming data

Accelerate analysis

  Generate  context

Automate data movement

Extracting useful data requires moving data from where it is created to where it is needed for analysis, transforming it into the necessary format and enriching it for the context necessary for meaningful analysis.

A competitive edge in the financial analysis is dependent upon the speed and quality of data available.


  • Instantly map, transform and enrich data

  • Accelerate access to alternative data

  • Map data to associated entities and identifiers

  • Easily transform proprietary sources/formats

  • Off-the-shelf transformations for privacy, compliance, data masking

  • Expedite enrichment of alternative data with sentiment, keywords, geolocation and more

  • Quickly onboard new alternative data sets


  • Data mapping with associated entities without coding

  • Enrichment of data sources:

    • Keyword Identification

    • Place and location

    • Sentiment analysis

    • Entity recognition

  • Any data source, any format

  • Single interface, multiple data sets

  • Off-the-shelf transformations

  • Drag and drop user interface

  • Cloud-based or on-prem

  • ​Transformations for privacy and compliance


    • Data masking

    • De-identification

    • PII

  • Transformations of proprietary sources & formats

    • Fintech data

    • Trading data

    • Risk assessment data

    • Geolocation data

    • Satellite data

    • Industry identifiers



Calculated Systems helps automate the movement and transformation of terabytes of raw data per second into readily usable formats for quantitative analysis.

bottom of page