AI workflow engineering · Jaden DeArmon
Catch the exceptions.
Keep the evidence.
A small working example of the checks around a marketing report: preserve the source, surface what needs attention, and hold the final handoff until it’s resolved.
01 / Validate the input
One report. Every source row.
The sample is September 2026, in USD. Checks run locally in this browser.
Seeded scenario: twelve fictional source records, including deliberately introduced exceptions.
02 / Review the exceptions
Source audit
| Source ID | Client / channel | Month | Currency | Spend | Conversions | CPA | Decision / reason |
|---|
Download original sampleDownload corrected sample
03 / Protect the handoff
Final report on hold
Edit the source CSV Advanced / synthetic data only
Use the seven headers shown, in this order. Quoted commas, escaped quotes and multiline fields are supported. Changing the source or expected settings blocks exports until you run the checks again.
No server processing, storage or analytics. Reloading discards your edits. Don’t paste confidential data into a demonstration.
What this demonstrates
A repeatable review step,
with a clear stop condition.
The workflow checks required fields, supported numbers, reporting month, currency, exact duplicates and conflicting records. Original rows remain in the audit. Exact duplicates are excluded only by the stated rule; contradictory versions are all held.
Zero conversions may be legitimate, but CPA cannot be calculated. This demonstration deliberately requires review before releasing that report. Eligible totals are a preview, never a complete report while holds remain.
The demo checks only the rules listed here. It does not verify attribution, tracking, completeness against ad platforms or business correctness. For a pilot, we would agree the review rules and success measure first.