Logic Pursuits

Built the foundation for a centralized Financial Data Warehouse to support a $1B+ streaming platform

Logic Pursuits > Client Stories > Built the foundation for a centralized Financial Data Warehouse to support a $1B+ streaming platform
Industry

Media & Entertainment

Annual Revenue

$1.1+ Billion

Location

California, USA

How we brought structure to scattered financial data and accelerated dependent reporting cycles.
Developed a comprehensive Technical Specification Document and phased implementation plan to enable a centralized, SOX-compliant Financial Data Warehouse.
Challenge
A global video streaming platform aimed to modernize its financial data infrastructure by creating a unified, scalable Financial Data Warehouse (FDW) to support content accounting, royalty tracking, and SOX-compliant reporting. Financial data was dispersed across multiple systems such as rights management platforms, licensing databases, and manual processing tools like spreadsheets and automation software. The business needed:
  • A centralized design blueprint for ingestion and transformation across systems.
  • Clarity on how financial entities such as deal, title, contract, and royalty relate across source systems.
  • Reduction in tooling complexity and support for future cloud-native automation.
Solution
Our team implemented a scalable, secure, and real-time streaming solution using STRIIM to modernize the client’s data infrastructure:

Stakeholder Working Sessions

We began with discovery workshops across key departments, including Business, Enterprise Technology, Customer Data Insights, and Data Analytics, to understand which data elements were most critical for the FDW Minimum Viable Product (MVP).

High-Level Architecture Design

Developed a Medallion Architecture using Databricks to illustrate end-to-end data flow from raw ingestion in the Copper Layer to refined, business-ready outputs in the Gold Layer. This design served as a foundational blueprint for scalable data transformation.

SOX Compliance Framework

Embedded recommended SOX-aligned controls within the architecture to support audit readiness.

Created a phased implementation plan

Outlining ingestion, transformation, governance, and reporting milestones along with target due dates and clearly defined ownership that ensured alignment with the goal of delivering the FDW MVP by February 2026, while supporting accountability across workstreams.

Reference Architecture
Result
  • Developed a comprehensive Technical Specification Document (TSD) with clear goals and MVP timelines (target: Feb 2026).
  • Completed detailed data attribute mappings across key source systems:
  • Licensing Platform – 45 tables/views
  • Contract Management – 12 MVP-relevant views
  • 3 internal data warehouses across departments
  • Designed FDW architecture to support daily/near real-time refresh (vs. quarterly), enabling faster reporting.
  • Established scalable foundational architecture for future source integrations and enterprise-wide data unification.
Data refresh frequency improved
Critical data assets mapped & Integrated

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