Practical guide / Reporting & reconciliation

Make weekly reporting easier to trust.

A recurring report often depends on several exports, hand-built checks, and decisions that live in someone’s memory. This guide helps you map the work before deciding what to automate.

01 / Define the outcome

Start with what the report needs to help someone decide.

Write down who uses the report, when they need it, and what they do with it. Record the required fields, level of detail, delivery format, and the point in the week when the information must be ready. This keeps the work focused on a useful output instead of copying every available column.

02 / Map the information

List each existing source and how it arrives.

For each spreadsheet, system export, or other data source, identify its owner, where it comes from, when it is available, and which fields matter. Note whether names, dates, identifiers, or status labels differ across sources. Agree which source is authoritative when records disagree.

03 / Make checks explicit

Decide what should match and what needs a person.

Describe the matching rules in plain language: which fields identify a record, what counts as a valid match, and how to treat duplicates, missing values, late entries, or unexpected changes. Keep uncertain cases visible for review. A process should not silently guess how to resolve an exception that needs business judgment.

04 / Test and hand off

Check normal weeks and the awkward ones.

Use examples reviewed by the process owner, including ordinary data and cases with missing, mismatched, or duplicate records. Compare the prepared report with the current process, review how exceptions are presented, and confirm who handles each one. Before handoff, document the source files, schedule, checks, exception owner, and steps to follow if an input is delayed or changes format.

Before you automate

A short mapping checklist

  • Who prepares, reviews, and uses the report?
  • Which sources and fields are needed, and when are they ready?
  • What matching rules and exceptions need review?
  • What should the final report contain and where should it go?
  • Who maintains the process when a source or business rule changes?

Sometimes a clearer checklist and a consistent spreadsheet are enough. When recurring collection, reconciliation, or exception handling spans several sources and people, a more connected process may be worth scoping.

Every reporting process is different. We start with the sources, checks, and decisions your team already manages.

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