Use cases
Each use case maps messy vendor files to import-ready data with a reusable visual pipeline. Open a sample in Quick Run — your data stays on your device.
crm
Prepare vendor and export contact lists for CRM import: trim names, validate emails, standardize phones, and remove junk rows — in a reusable local-first pipeline.
crm
Find exact and near-duplicate customer records with dedupe and fuzzy matching so your CRM and reports stay clean.
ecommerce
Normalize order CSVs: types, totals, status casing, and validation before you import into accounting, BI, or fulfillment tools.
marketing
Trim, normalize casing, dedupe, and validate emails so campaigns don’t bounce on preventable list quality issues.
marketing
Dedupe contacts and standardize phone formats so WhatsApp and SMS campaign tools accept your list.
ecommerce
Normalize SKUs, quantities, and statuses so inventory syncs and marketplace uploads stop failing on format issues.
operations
Filter, aggregate, and sort recurring ops CSVs into report-ready summaries without rebuilding spreadsheet pivots each week.
operations
Combine exports with Join/Lookup or Fuzzy Join when keys don’t match perfectly — reusable and auditable.