Automated
- Data preparationPull and organize the agreed inputs.
- Calculations & checksApply the same rules each cycle.
- Draft generationPrepare the report, dashboard or presentation.
- Run history & recoveryRecord what ran and where to resume.
Marketing Reporting Automation
Your next reporting cycle.Without starting over.
I turn recurring marketing reports into repeatable workflows. Data preparation, calculations, quality checks and draft generation follow the same rules every cycle—while review and approval stay with your team.
- Less manual work
- Consistent results
- Built for your stack
Google Ads
Meta Ads
GA4
CRM
Reporting workflowMonthly · marketing
- Sources received
- Data validated
- Metrics calculated
- Draft prepared
June 2026 · v01Executive reportFor review
01 / The scope
What gets automated.What stays human.
I handle the repetitive preparation so your team can focus on what requires judgment.
Human
- InterpretationExplain the results in context.
- Review exceptionsResolve cases that need judgment.
- Final approvalReview commentary and authorize delivery.
- DecisionsChoose what changes and what to test next.
Anonymized real result
A recurring report that stopped taking days to prepare.
Before≈ 4 days
After≈ 10 minutes
In one reporting workflow I automated, operational report preparation went from approximately four days to ten minutes.This measures preparation time, not analysis or approval. Results vary by workflow.
02 / Try it
Run the next reporting cycle.
From source checks to a review-ready draft. See what happens when a required input is incomplete, too.
- 01Inputs
- 02Validate
- 03Calculate
- 04Build draft
- 05Review-ready
Paid Media / June 2026
One method. Every reporting cycle.
Choose an example. The workflow checks sources, applies controls and prepares a version for review.
- Check sources
- Apply checks
- Prepare draft
Choose an example. The workflow checks sources, applies controls and prepares a version for review.
Simulation using synthetic June 2026 data. No live accounts are connected. Demo timing does not estimate implementation time.
03 / What you receive
The report and the flow behind it.
Your team receives both the reporting output and the repeatable process that prepares it.
01
Automated reporting workflow
Recurring preparation steps, calculations and dependencies documented and automated for your reporting cycle.
02
Quality checks & recovery
Coverage, freshness and validation rules that identify when a run can continue, stop or resume.
03
Review-ready output
The agreed dashboard, report or presentation with consistent definitions and a visible version.
04
Run history & handover guide
Execution records, recovery instructions and documentation so your team can operate the workflow.
04 / How I build it
From report to repeatable flow.
A clear process. No black box.
- 01
Define the cycle
Agree on sources, period, calculations, output and what still requires human review.
View technical detail
Document access, time zone, cutoff dates, attribution windows, owners and acceptance criteria. Define one report before extending the workflow.
- 02
Automate preparation
Build extraction, validation, calculation and draft-generation steps.
View technical detail
Temporary issues can retry. Missing or malformed required inputs stop affected outputs and create a visible issue. Credentials are managed outside the report.
- 03
Validate & hand over
Test normal runs and failures, document recovery and transfer the operating process.
View technical detail
Reconcile against a reference cycle. Test incomplete inputs and repeated runs without duplicate delivery. Agree on owners for review, recovery and subsequent changes.
05 / Before we start
The practical questions.
Can you automate my existing report?
Usually, yes. We first review how it is prepared, which sources and calculations it depends on, and which steps still require judgment. That review defines the scope.
Does this replace human review?
No. The workflow prepares and validates the agreed output. Interpretation, exceptions and final approval remain with the team.
What outputs can be automated?
Dashboards, recurring spreadsheets, presentation decks and other structured reports can be included when their inputs, rules and format are defined.
Do I need a new data stack?
Not necessarily. Existing sources, warehouses and reporting tools are reviewed before deciding what needs to change.
What happens when a source fails?
The workflow defines which outputs can continue, which must wait and how the run is recovered. An incomplete required source does not become an apparently valid report.
What happens after handover?
The agreed workflow, documentation and operating responsibilities are transferred to the team. Ongoing support and new formats can be scoped separately.
Now, your reporting
Let’s talk.
A recent reporting cycle is a useful starting point.
Tell me what your team prepares, how often it runs and which step takes the most manual work. We can review what is worth automating.