Why does my data infrastructure matter for AI success?

89% of AI initiatives fail due to poor data infrastructure, not poor AI models. Organizations with integrated data warehouses report a 6x ROI compared to those implementing AI on fragmented data systems.

How long does it take to build an AI-ready data foundation?

With our proven methodology, most clients see a functioning BigQuery data warehouse integration within 90 days, delivering immediate business value while creating the foundation for advanced AI applications.

What types of data sources can you integrate?

We specialize in consolidating data from disparate sources including CRM systems, ERP platforms, marketing automation tools, financial systems, operational databases, spreadsheets, and third-party APIs into a unified BigQuery data warehouse.