Marketing Data Warehouse & ETL Pipelines
Centralize data from every ad platform, CRM, POS, and analytics tool into a single franchise marketing data warehouse with automated ETL pipelines and analytics-ready schemas.
Siloed Data Means Incomplete Insight
When marketing data lives in separate platform dashboards, you cannot answer cross-channel questions: what is the true cost per customer by location, which channel combinations drive the most revenue, or how does marketing spend correlate with operational outcomes?
Data Silo Problems
- ✕ Data locked in individual platform dashboards
- ✕ No cross-channel performance view
- ✕ Manual CSV exports for reporting
- ✕ Inconsistent metrics across platforms
- ✕ Cannot connect spend to revenue outcomes
Warehouse Features
Unified Data Warehouse
A single, analytics-ready data warehouse consolidating marketing data from every platform, location, and campaign into one source of truth.
ETL Pipeline Architecture
Automated extract-transform-load pipelines that pull data from ad platforms, CRM, GA4, POS, and franchise management systems on schedule.
Data Blending
Cross-platform data joins connecting ad spend, leads, CRM outcomes, and revenue data at the location, campaign, and channel level.
Analytics-Ready Schemas
Dimensional models (star/snowflake schemas) designed for fast queries, drill-down reporting, and BI tool connectivity.
Incremental Updates
Efficient incremental loading strategies that process only changed data, reducing processing time and infrastructure costs.
Data Quality Monitoring
Automated checks for data freshness, completeness, accuracy, and consistency with alerts when quality thresholds are breached.
Frequently Asked Questions
What data sources do you integrate?
Google Ads, Meta Ads, TikTok Ads, GA4, HubSpot, Salesforce, Google Business Profile, CallRail, POS systems (Toast, Square), franchise management systems (FranConnect, Naranga), and any platform with an API or data export capability.
How often is data refreshed?
Standard pipelines run every 4-6 hours. High-priority data (lead forms, call tracking) can be configured for near-real-time ingestion. The refresh schedule is configurable per data source.
What warehouse technology do you use?
We recommend BigQuery for most franchise systems due to its serverless scaling, low cost, and native Google Ads integration. We also work with Snowflake, Redshift, and PostgreSQL based on your existing infrastructure.
Can our BI tools connect to the warehouse?
Yes. The warehouse integrates with Looker Studio, Tableau, Power BI, Metabase, and custom dashboards. We provide views and data models optimized for each BI platform.
How do you handle data quality issues?
Automated data quality checks run after every ETL job. We monitor for missing data, duplicate records, schema changes, and statistical anomalies. Issues trigger alerts and automatic remediation where possible.
Ready to Unify Your Marketing Data?
Build a data warehouse that turns fragmented platform data into unified franchise intelligence.
Get a Demo