Lucid Technologies & Solutions Pvt. Ltd.

Fortune 50
auto manufacturer

Sector : Automobiles
Function : Governance

Solution Components
  • Collibra customizations
  • Lucid Workflows
  • Lucid custom Integrations
    • Oracle DRM

Business Problem

  • The client had implemented Collibra DGC to govern complex business planning and general ledgers hierarchies used across its global applications with the goal of reducing risk and time-to-close. However, the initial implementation relied on manual inputs and back-end batch validations.  Publishing and controlling the standards in the downstream applications continued to take 114 steps and 8 days each month.  The client also wanted assurance that their model was scalable.         
  • The client asked Lucid to design an automated process that extended the Collibra platform to better manage master data system compliance and achieve a 3-day month-end close process. The solution must be capable of being the framework for governance expansion to other master data

Lucid Approach

  • Extended Collibra with a custom user interface to capture and validate complex governed hierarchy inputs previously manually maintained in Excel
  • Used a Collibra asset to store complex mapping relationships needed to automate the integration and validation between Collibra and Oracle DRM
  • Integrated real-time Oracle DRM views into the Collibra workflow screens, via API integrations, so that requesters could see the impact of their changes
  • Implemented and integrated the Drools business rule engine to enable real-time change request validations and eliminated back-end quality issues
  • Built custom workflows with integration to SharePoint, NAS drives for artifact management, Drools, and Oracle DRM
  • Created monthly staging versions in Collibra and Oracle DRM to enable cumulative queuing of multiple effective dated change requests
  • Optimized the client’s Oracle DRM configuration and processing to simplify and shorten the month-end ingestion and control of Collibra standards
  • Advised the client on additional follow-on optimization opportunities enabled by automation


  • Designed out 60% of the 114 end-to-end process steps increasing the speed of approving requests by 40%
  • Design eliminated five days from the eight-day month-end close process
  • Improved auditability and controls by eliminating manual intervention
  • Eliminated risk and effort associated with mitigating 20,000 data defects; solution ensured 100% ongoing data quality with built-in validations
  • Optimized Governance and Master Data Management platforms by eliminating redundant processes by relying on system of responsibility
  • Automation reduced reliance on system administrators by eliminating complexity and enabling the process owners
  • Established a scalable framework for how Collibra could integrate governance with other master data management tool