Red Pill Analytics Builds a Modern Enterprise Data Warehouse From Scratch at Facet Wealth

Rising to the Challenge with DataOps

Stakeholder Involvement is Key

  • Google BigQuery
  • AWS Redshift

  • Matillion
  • Stitch
  • Alooma
  • StreamSets

  • Rivery
  • Informatica
  • Segment
  • dbt

Stitch, Streamsets & dbt Pipelines for 11 Source Systems

Insightful Data, Delivered

One More Thing

WHAT DO THEY THINK?

“With the transformation of our company to be a data-driven business, it’s crucial to implement the right infrastructure that is scalable, flexible and dependable. Having one place in which we implement business logic across various systems and having the consistency of reporting and analytics that utilize the same data and logic across the board is going to help us scale our business and data/analytics needs in the correct manner.”
Gorkem Sevinc, Chief Architect

THE GOALS

  • Data Warehouse built from scratch
  • Better insight into their data 
  • Time saving strategies
  • Scalable infrastructure
  • Affordable & modern solution

Year Zero Rob Reid : EPUB

Rob Reid

Low-level entertainment lawyer Nick Carter thinks it’s a prank, not an alien encounter, when a redheaded mullah and a curvaceous nun show up at his office. But Frampton and Carly are highly advanced (if bumbling) extraterrestrials. And boy, do they have news. The entire cosmos, they tell him, has been hopelessly hooked on humanity’s music ever since “Year Zero” (1977 to us), when American pop songs first reached alien ears. This addiction has driven a vast intergalactic society to commit the biggest copyright violation since the Big Bang. The resulting fines and penalties have bankrupted the whole universe. We humans suddenly own everything—and the aliens are not amused. Nick now has forty-eight hours to save humanity, while hopefully wowing the hot girl who lives down the hall from him.

364

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Year Zero book

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  • Design a Star Schema data model optimized to answer the analytic questions
  • Use Stitch and StreamSets to replicate all data into a “replication layer” into Google BigQuery
  • Use dbt to load and lightly transform required data from the replication layer into a Stage database and into the data warehouse layer (EDW).  
  • Regression and Data Quality Testing was developed using built-in functionality in db

  • Data Warehouse with one source of data
  • Increased overall performance for reporting and analytics functionality
  • Streamlined and refined processes
  • Scalable solution that grows by consumption
  • Modern DataOps approach

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