Data Architecture for Revenue Operations
How to structure operational data so your CRM, pipeline, reporting, and forecasts are trustworthy, queryable, and scalable. Covers object models, field architecture, naming conventions, data governance, quality frameworks, reporting hierarchies, and integration patterns. The foundation every revenue team needs but rarely builds correctly.
Also included with Pro membership — $299/mo
Course Modules
5 modules, 15 lessons
Data Model Fundamentals
Before you build anything, you need a coherent data model. This module covers the object graph, field architecture, and naming conventions that form the foundation of every reliable revenue operation.
3 lessons
Reporting Infrastructure
Reports and dashboards are only as good as the architecture underneath them. This module covers how to design reporting hierarchies, dashboard layers, and metrics that produce trustworthy, actionable numbers.
3 lessons
Data Quality & Governance
Data quality doesn't happen by accident. This module covers how to measure it, how to improve it, and how to build the organizational operating model that keeps it from decaying.
3 lessons
Cross-System Integration Architecture
Revenue data lives across multiple systems. This module covers how to map system-of-record ownership, select the right integration patterns, and build ETL pipelines for analytics.
3 lessons
Scaling Data Operations
Data architecture that works at one scale breaks at the next. This module covers migration planning, multi-entity complexity, and the analytics maturity roadmap that takes you from spreadsheets to predictive models.
3 lessons
What You'll Learn
- Design an object model that scales with your revenue motion
- Build a field architecture with consistent naming and governance
- Create relationships and reference architectures that reduce duplication
- Implement data quality rules that catch problems before they compound
- Structure reporting layers so dashboards are trustworthy and fast
Downloadable Resources
PDF worksheets and templates included with this course
Data Architecture for Revenue Operations — Complete Worksheet
PDF · ~420 KB
Included in worksheet