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CROSS-PLATFORM CONSOLIDATION

One single source of truth. No manual work.

We build high-performance data bridges that automatically pull your numbers from everywhere, so you can stop reconciling and start scaling.

Sources, 1 view

Sound familiar?

Conflicting Truths

Meta says one thing, GA4 says another.

Manual Reconciliation

Hours lost reconciling numbers across platforms.

Fragile Systems

New channel added, reporting breaks again.

How DataVines handles it

Automated Extraction

We deploy ELT pipelines using modern tools to pull data from APIs automatically, replacing fragile custom scripts and CSVs.

Warehouse Architecture

We set up scalable, secure cloud data warehouses structured specifically for analytical querying rather than transactional processing.

Cross-Platform Normalization

We standardize naming conventions and schemas across platforms (e.g., mapping 'Spend' in Meta to 'Cost' in Google).

Identity Resolution

We tie disparate user identifiers across CRMs and ad platforms together to form a cohesive customer journey.

From kickoff to unified warehouse

01
Week 1

Data Audit & Source Mapping

We catalog every platform, API limitation, and data structure currently in use.

02
Week 2

Infrastructure Setup

We provision the cloud warehouse (e.g., BigQuery) and configure security and access policies.

03
Week 3

Pipeline Configuration

We deploy Fivetran/Airbyte connectors, mapping all required fields and setting sync frequencies.

04
Week 4

Data Validations & Normalization

We run dbt models to clean, transform, and join the raw data into business-ready views for reporting.

What you receive

  • Fully Managed Cloud Data Warehouse
  • Automated ELT Data Pipelines
  • Normalized Master Data Models
  • Identity Resolution Tables
  • Data Dictionary & Schema Documentation
  • Pipeline Monitoring Alerts

Powered by best-in-class infrastructure

We utilize the most robust and modern data stack available, integrating seamlessly into your existing environment.

Fivetran
Airbyte
Meta Ads API

Built for scale

Data accuracy

"Before DataVines, calculating our true blended CPA took a data analyst three hours every Monday. Now, it updates every 15 minutes automatically."
Julian Vance
Julian Vance

Head of Growth, DTC E-Commerce

Frequently Asked Questions

Ready to trust your numbers?

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