Bilingual Client Reporting Workflow
Turn approved marketing data into a clear Arabic and/or English client report, with source facts, interpretation, and next steps kept distinct.
When to use it
Prepare a recurring or campaign report for a client or leadership team that needs clear decisions, traceable figures, and Arabic and English communication.
Prepare these inputs
The report question, audience, outcome definition, reporting period, timezone, currency, approved aggregate sources, and an accountable business reviewer.
A practical workflow
- 01
Agree on the decision and metric definitions before choosing the headline figures.
- 02
Record source, export time, filters, date coverage, currency, and known limits.
- 03
Check that periods and definitions are comparable; show gaps rather than silently combining them.
- 04
Recheck totals, rates, changes, formulas, and rounding against the approved sources.
- 05
Separate facts, possible explanations, and recommendations with owners and review dates.
- 06
Keep the Arabic and English versions equivalent in meaning, figures, and uncertainty, then complete the release review.
What the toolkit includes
A reporting brief, a reusable bilingual report structure, an AI-assisted drafting skill, and manual review cases for data, interpretation, translation, and privacy.
Review boundaries
This is a workflow and template set, not an automated report generator. Equal counts across platforms do not prove tracking accuracy, and month-over-month movement alone does not prove campaign impact.