Unifying student data to drive smarter recruitment for The University of Exeter
How we helped the University of Exeter connect student data end-to-end to measure marketing ROI and optimise recruitment.

Charles Stanley is a UK-based wealth management firm, founded in 1792, that provides investment management and financial planning services to private clients, charities, trusts, and professional advisers.
Charles Stanley’s marketing teams struggled with fragmented customer data. Web analytics in GA4 and BigQuery remained disconnected from their CRM database, preventing a complete view of customer journeys. The existing email-based user identification was unreliable, as email addresses could change or be shared, creating data quality issues and limiting personalised marketing capabilities.
We designed a custom Google Cloud architecture using GA4 with BigQuery export, Cloud Functions, and secure SFTP protocols. We implemented a hybrid user ID strategy combining pre-registration SHA-256 hashed emails with post-registration PIDs. BigQuery reporting tables prioritised PIDs and retrospectively updated historical sessions. Cloud Functions automated data extraction and secure scheduled transfers.
The solution unified Charles Stanley’s customer data, providing complete visibility into customer journeys from first visit through post-registration activity. The hybrid ID approach maintained privacy compliance while improving data reliability. Automated daily transfers eliminated manual handling, ensuring the CRM database reflected the latest web insights for personalised marketing strategies.
By implementing a hybrid ID strategy with automated Cloud Functions, we achieved seamless, privacy-compliant data integration between web analytics and CRM systems.
How we helped the University of Exeter connect student data end-to-end to measure marketing ROI and optimise recruitment.
The Springer Nature Group is an academic publishing company, with brands dating back to 1842, that advances scientific discovery by publishing robust and insightful research, supporting the development of new areas of knowledge, making ideas and information accessible around the world, and leading the way on open access. The challenge Springer Nature needed to migrate their Universal Analytics dashboards to GA4 data. Their reporting relied on multiple stacked scheduled queries in BigQuery tha
The Springer Nature Group is an academic publishing company, with brands dating back to 1842, that advances scientific discovery by publishing robust and insightful research, supporting the development of new areas of knowledge, making ideas and information accessible around the world, and leading the way on open access. The challenge The sales and marketing teams depended on incomplete data, which didn’t capture the entire customer journey due to different systems in use. Transactions and re