From raw data to reporting, without the noise.
Turn raw, messy data into reporting you can publish — and automate the work that eats analyst weeks.
DataFlow ETL Analytics Studio is a spreadsheet-native data pipeline. Raw exports from accounting systems, CRMs, and operational tools are landed in defined staging sheets, cleaned through documented transformation steps, and published into analysis-ready tables that feed dashboards and reports.
Most reporting problems are not analysis problems — they are data preparation problems. Teams spend the majority of their reporting time copying, deduplicating, reformatting dates, and reconciling categories. This studio makes that work explicit, repeatable, and reviewable rather than a manual ritual performed under deadline.
Because every transformation step is visible and documented, the pipeline can be handed over, audited, and improved. Reporting stops depending on one person's undocumented process.
Hours spent every cycle reformatting exports before analysis can begin.
Last month's preparation steps exist only in someone's memory.
The same customer, product, or account appears under several different labels.
When a figure looks wrong, nobody can trace it back to the source row.
Defined staging, transformation, and output layers run the same way every cycle.
Each cleaning and mapping rule is written down and reviewable.
Mapping tables normalise categories so reporting aggregates correctly.
Every reported figure can be traced back through the pipeline to its source.
Dedicated landing sheets for raw exports, kept separate from transformed data.
Structured, documented steps for cleaning, splitting, and reshaping data.
Automated validation for blanks, duplicates, type errors, and out-of-range values.
Normalise inconsistent category, account, and customer labels.
Identify and resolve duplicate records before they distort reporting.
Consistent handling of dates, currencies, and numeric formats across sources.
Combine exports from several systems into one unified table.
Clean, structured tables designed to feed pivots and dashboards directly.
Pre-built analytical views built on the published output layer.
Record of what was loaded, when, and which rules were applied.
A documented run procedure so any team member can execute the cycle.
Add sources, rules, and outputs as your data landscape changes.
Ingest, clean, and reshape steps documented once and reused every cycle.
Validation checks catch broken inputs before they reach an executive.
Analyst time moves from cleanup to interpretation.
Every published number traces back to a defined source and rule.
Replaces repetitive manual cleanup with a documented, repeatable pipeline.
Gets reliable operational reporting without waiting on a data team.
Consolidates data from multiple systems into one reporting layer.
Standardises how client data is ingested, cleaned, and presented.
Turn system exports into clean reporting tables on a fixed, repeatable run.
Standardise and validate data before loading it into a new platform.
Combine sales, finance, and operational exports into one analytical base.
Consultants deliver a documented, auditable preparation process alongside analysis.
Live interface views rendered from the delivered workbook.
Systems designed by practitioners who have built reporting for real operating businesses.
Executive presentation quality — output that can be shown to a board without reformatting.
Every view answers a decision, not merely displays a number.
Direct, personal email support from the person who built the system.
Current modelling and reporting conventions, delivered in familiar tools.
Built to be used on Monday morning, not admired in a demo.
DataFlow ETL Analytics Studio is built for Microsoft Excel (Windows and macOS, Microsoft 365 or Excel 2019+) and opens in Google Sheets with equivalent functionality preserved wherever possible.
There is no installation. After checkout you download the workbook, open it, and replace the sample inputs with your own. A quick-start guide walks through first-time setup in a few minutes.
Yes. Improvements and new versions are published to the same Gumroad purchase, so you can re-download the latest release at any time at no extra cost.
A commercial licence for use inside your own business or client engagements. Redistribution or resale of the files as a product is not permitted.
Direct email support at umeadiobed@gmail.com. Questions on setup, formulas, and adapting the model to your business are answered personally.
Completely. Nothing is locked or password-protected — every input, formula, chart, and layout is open and editable. Custom build requests can be discussed on a consultation call.
Because this is an instantly delivered digital product, refunds are handled case by case through Gumroad. If the product does not work as described, contact support and it will be resolved.
DataFlow ETL Analytics Studio is best suited to teams that already hold the underlying data but lack a structured, repeatable way to turn it into decisions and reporting.
Turn raw, messy data into reporting you can publish — and automate the work that eats analyst weeks.