One business row per entity
Technical repetitions are consolidated into a readable master by product, item or other business entity.
Cleanup, consolidation and restructuring of Excel, CSV and ERP exports. You get a clean master file, a review queue for ambiguous cases, and a clear audit trail of what changed.
pn 01002REGULATOR [OLD]Unit(s)€ 24,70PN-01002Regulator testpcs24.70 EURpn_01002REGULATORPC24,70PN-01002Mini Regulatorpcs24.70 €READYThe goal is simple: make your data immediately reusable for imports, reporting, analysis or day-to-day operations.
Technical repetitions are consolidated into a readable master by product, item or other business entity.
References, categories, units, names and formats are standardised according to rules agreed in advance.
Conflicts, missing values and non-deterministic cases are separated into a dedicated review queue.
The deliverable documents the rules used and includes a verifiable sample of the changes made.
The demo uses synthetic data, but deliberately reproduces the problems found in real ERP exports: technical rows, duplicates, inconsistent units, unstable categories, conflicting values and noisy fields.
No generic dashboard sold by default. The analysis is defined only after reviewing the fields, dimensions and history available.
Cost +9.5% vs net price +3.3% on a SKU: a clear candidate for repricing or supplier renegotiation.
Six months of stockouts on a product with rising demand: the bottleneck is operational, not commercial.
8.4% returns on one SKU: a signal to investigate quality, packaging, compatibility or the product page.
SKU -11.4% while its local category is +8%: a product-specific issue worth isolating.
I inspect the structure, inconsistencies and what can realistically be corrected.
We confirm the business rules, then the file is consolidated, standardised and quality-checked.
Clean master, ambiguity queue, transformation audit and one revision within the agreed scope.
Typically: one Excel / CSV / ERP export, up to roughly 3,000 rows and 30 columns. More complex files are quoted after review.
Services for businesses only. Starting prices are indicative; scope and final price are confirmed by quote before any work begins. No payment is taken on this website.
Send the context and file type. I first tell you what is realistically possible, then confirm the scope and price.