James Allman / JA Technology Solutions LLC
Custom reporting for operational and business-critical systems
Reporting drives operations, visibility, accountability, and decision-making. I provide custom reporting services for organizations that need better outputs, reporting automation, and practical reporting improvements across long-lived business systems.
What This Includes
- Operational reporting
- Management reporting
- Financial and reconciliation reporting
- Exception and audit reporting, including multi-store POS item file audits
- Scheduled reporting and report automation
- Report modernization
- Custom extracts and data formatting
- Legacy report enhancement
Common Reporting Problems
Organizations often need reporting help when existing reports are too rigid, important data is hard to access, reporting depends on manual workarounds, or legacy outputs no longer match current business needs. A multi-store POS audit report, for example, identifies exactly which items are out of sync at each location and what action is needed — adds, updates, or deletes — turning a vague sense that something is off into a specific, actionable exception list.
Approach
I treat reporting as part of the business workflow, not just output formatting. The right reporting solution should reflect how the business actually operates and how users need to act on the data.
See the BI dashboard in action for an example of what modern reporting and data visualization looks like in practice.
Free Reporting & Data Tools
Operations, finance, and IT teams wrangling reports out of long-lived systems can use these free browser-based tools to understand source data, reconcile outputs, and bridge legacy data formats — all without uploading anything to a server.
- Data Profiler — drop a CSV or paste data and see column types, null rates, cardinality, and outliers at a glance
- Data Diff & Compare — line-by-line comparison of two datasets for reconciliation and regression testing
- SQL Formatter — clean up reporting queries into consistently indented SQL
- QuickBooks Explorer — explore QuickBooks IIF exports for finance reporting and account validation
- BAI2 File Explorer — parse bank reconciliation statements into readable columns
- Fixed-Width ↔ CSV — convert positional legacy exports to CSV for spreadsheet or database work
- EBCDIC to ASCII Converter — decode IBM i and mainframe text exports into readable form
Further Reading
When Your Spreadsheet Should Have Been a Database — why business-critical workbooks become liabilities and how database-backed reporting solves the problem.
Microsoft Access, Excel, and VBA — the tools finance teams depend on and when they need professional support.