For a hands-on learning experience to develop Agentic AI applications, join our Agentic AI Bootcamp today. Early Bird Discount
A global enterprise in B2B marketing sought to unify fragmented data from Salesforce, Google Ads, and LinkedIn for comprehensive Power BI analytics. Partnering with Data Science Dojo, they implemented an Azure Synapse-based pipeline that automated ingestion, provided guided API setup, and delivered ready-to-use views, empowering faster insights and operational efficiency.
The client’s marketing and CRM ecosystem were fragmented across Salesforce, Google Ads, and LinkedIn, each operating with different data structures and authentication requirements. Analysts spent hours each week manually exporting, reconciling, and transforming data, which slowed reporting and hindered real-time decision-making. Delays in API onboarding due to complex access procedures and limited internal expertise created further bottlenecks, making it difficult to connect to new platforms or adjust dashboards quickly.
These inefficiencies prevented the organization from gaining a consolidated view of campaign and lead performance, limiting their ability to respond rapidly to market trends or optimize cross-channel strategies. The company needed a secure, automated solution that could unify these datasets, streamline ingestion, and enable Power BI reporting while allowing the internal BI team to operate independently.
Data Science Dojo designed a scalable data integration framework leveraging Azure Synapse and Azure Data Lake Gen2 to ingest, transform, and centralize data from multiple sources. Automated pipelines were built to pull data from Salesforce, Google Ads, and LinkedIn, with incremental refreshes ensuring that only new or updated records were processed, dramatically reducing runtime and operational costs. The Azure Synapse Notebooks served as the high-performance engine for complex data transformation, while Serverless SQL pool views provided direct Power BI connections, allowing analysts to access clean, standardized data without engaging in ETL tasks. Detailed guidance and documentation were provided for API access requests and configuration, enabling the BI team to onboard additional sources independently and reducing reliance on external support.
The unified marketing platform transformed the organization’s analytics capabilities, delivering real-time visibility into lead performance and campaign metrics across all channels. Automated refreshes eliminated manual exports, saving analysts an estimated 15–20 hours per week, while consistent, standardized data enabled faster and more confident decision-making. The simplified API onboarding process allowed the BI team to integrate new sources independently, accelerating deployment of new dashboards, and reducing setup time from weeks to days. The solution provides a scalable foundation for future integrations, supporting the creation of standardized KPIs and expanding competitive intelligence across marketing operations.
By consolidating fragmented data and automating workflows, the solution not only improved operational efficiency but also empowered the organization to make data-driven decisions with agility and confidence.