Reporting and analytics systems for operational visibility.

Reporting should make the next action clearer.

Operational reporting is most useful when it helps teams understand what happened, what needs attention, and where the process is breaking down.

Stephen Thibault works on reporting systems that turn scattered data, recurring spreadsheets, and manual calculations into clearer visibility.

Reporting work can include

• Cleaning recurring spreadsheets and source files.
• Building repeatable reporting models.
• Creating dashboards, summaries, and operational scorecards.
• Tracking risks, missing items, exceptions, and follow-up work.
• Improving formulas, data validation, and workbook structure.

Good reporting reduces uncertainty

When a report is built well, staff should not have to hunt through multiple files or manually reconstruct the same answer every time. The system should make trends, exceptions, and required follow-up easier to see.

Designed for business users

The reporting process should be maintainable. That means clear assumptions, understandable inputs, and outputs that match how the team works.