Case study · Enterprise reporting
Strengthening enterprise reporting by tracing business logic back to the data.
Enterprise reporting work connecting SQL Server data structures, stored procedures, report definitions, parameters, business rules and validation around reporting accuracy.
Project context
Reporting treated as the last layer of a data flow.
Reporting environment
Enterprise business reporting
Data platform
SQL Server
Reporting layer
SSRS / RDL
Engineering scope
Enhancement, defect analysis, validation and UAT
The challenge
A reporting problem can begin several layers before the report itself.
When a report shows the wrong rows or totals, the cause may sit in a join, a view, a stored procedure, a parameter or a status rule. Each layer had to be checkable.
Complex SQL logic
Parameter and date filters
Status-based business rules
Data-versus-code defect investigation
The solution
Trace the report from presentation back to source logic.
Enhancements and defects were worked through layer by layer, from report output back to source tables, so fixes landed where the logic actually lived and were validated with the business.
Reproduce
Trace
Validate Data
Inspect Logic
Correct
Test
UAT
Architecture
A reporting stack with a root-cause loop.
↺ Troubleshooting loop: Validation / UAT → Source Tables / Stored Procedures
How it works
Every report issue is followed to its real source.
Problems are reproduced, traced through each layer, corrected where the logic lives, then tested and accepted against the business requirement.
- SQL Server
- SQL
- Stored Procedures
- SSRS
- RDL
- Data Validation
- UAT
Documented engineering outcomes
- More traceable report logic
- Validated filter behaviour
- Structured status-rule investigation
- Clearer distinction between configuration and code defects
- Report changes validated against business requirements
- Stronger end-to-end understanding of reporting data flow
The result
Solution Outcome
Enterprise reports now run on traceable logic with validated filters and structured acceptance testing, giving the business a more dependable reporting base.
- Traceable report logic from source to output
- Validated filters and parameters
- Clearer handling of business rules
- Structured user acceptance testing
- Faster defect isolation through documented analysis
- A stronger foundation for reporting reliability
Connected thinking
Connected thinking for this challenge
Operational reporting modernization
Trace management information from source ownership through validation and reconciliation.
Data silos: why you have data but lack visibility
The five forms of data fragmentation and how to close the visibility gap.
Data Engineering & Analytics
Make reporting data traceable from source to output.
Digital Transformation
Connect workflows, information and operational systems around the way the organization actually works.
Start with the problem
Can you trace a reporting problem all the way back to its source?
Bring the report people doubt and the logic behind it. We will help work out where it is breaking.
You do not need to know the answer yet. Start with the problem.