Client Context
A regulated financial institution producing periodic compliance reports relied on transaction systems, data warehouse, reporting engine, and submission files to support capital, liquidity, transaction, and exception reporting. The operating model handled strict reporting deadlines and control requirements across South Africa, using financial transactions, balances, classifications, and regulatory mappings. Manual report checks were time-consuming and difficult to evidence. Mapping changes could affect several regulatory returns simultaneously.
Challenges
- Manual report checks were time-consuming and difficult to evidence.
- Mapping changes could affect several regulatory returns simultaneously.
- Executives relied on transaction systems, data warehouse, reporting engine, and submission files dashboards for capital, liquidity, transaction, and exception reporting, but metric definitions varied across reports.
- Schema and semantic-model changes silently affected calculations, filters, and visual outputs.
- Manual dashboard review did not scale across regions, roles, browsers, and refresh cycles.
Solutions Implemented
- educed the primary testing or operational effort by approximately [45%], subject to validation against approved engagement data.
- Improved regulatory report assurance.
- Detected calculation and presentation defects before business consumption.
- Reduced repetitive manual dashboard verification.
Value Delivered
- Reduced the primary testing or operational effort by approximately [40%], subject to validation against approved engagement data.
- Improved operational reporting consistency.
- Detected calculation and presentation defects before business consumption.
- Reduced repetitive manual dashboard verification.
Impact Highlights
- Achieved an estimated [35%] improvement in cycle time, coverage, or processing consistency; replace with the approved client metric.
- Reduced relevant defects, failures, or rework by an illustrative [25%]; confirm before publication.
- Reduced late corrections and review effort.
- Created reusable validation assets for additional reports and regions.
