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For New Clients

Data Integration

Bridging the gap between complex data systems and the users who rely on them for strategic decision-making.

Data integration challenges can slow down financial reporting, reduce accuracy, and create bottlenecks in decision-making. 

 

DSCIM’s Data Integration ensures that Vena users receive clean, automated, and real-time financial and operational data from multiple sources, eliminating the need for manual interventions and disconnected systems.

Key benefits of data integration

Ensures that financial and operational data is accurate and validated.

  • Validation rules detect errors, allowing users to review and fix issues before they impact reports.
  • Reduces manual intervention, ensuring consistency across all data sources.

Extracts, transforms, and loads data from multiple systems, removing manual data consolidation efforts.

  • Integrates data from ERP systems, CRM tools, spreadsheets, and other financial sources.
  • Provides a single source of truth for FP&A teams, improving decision-making.

Scheduled refreshes: Fully automated nightly or periodic data updates.

  • Ad-hoc refreshes: Users can trigger instant data updates when needed, eliminating wait times.
  • Ensures that financial and operational teams always have the most up-to-date data available.
     

Custom ETL process for high-performance data flow

  • An ETL workflow, optimized for data accuracy and efficiency.
  • Overcomes common integration challenges that other Vena implementations struggle with.
  • Prevents data inconsistencies, ensuring all financial and operational reports align correctly.

Vena Data Mart: Creating a scalable data warehouse

Establishes a structured Vena Data Mart, with:

  • Inbound Layer - Pulls raw data from ERP, CRM, and other systems.
  • Staging Layer - Prepares, cleans, and standardizes data before loading into Vena.

Follows best data warehousing practices, making data retrieval faster and more reliable.

Data preparation

  • Processes complex data, preparing it for easy consumption within Vena.
  • Structures dimensions and hierarchies, ensuring accurate data flow into financial models.
  • Prepares hierarchies, attributes, intersections, and drill-to-transaction tables for reporting.

How DSCIM’s approach makes a difference

  • True end-to-end integration: connects multiple data sources, ensuring accurate, real-time updates.
  • Scalable ETL design: supports flexible scaling of FP&A operations without reconfiguring the entire workflow.
  • Built for flexibility: enables both scheduled and ad-hoc data refreshes, eliminating delays in reporting.
  • Data validation for error-free reporting: prevents inaccurate data from entering Vena, ensuring financial statements are always correct and reliable.
     

Spend less time fixing sheets, more time on the real work

Eliminate manual data consolidation, saving time and reducing errors.

Ensure financial and operational reports always reflect real-time, validated data.

Improve reporting efficiency with a fully automated, scalable ETL process.