Product Information Management · Fashion & Apparel

From stockroom to catalogue,
without the chaos

Movestream is the intelligent PIM platform built for fashion brands. Scan garments, enrich with AI, and push clean catalogue data to Shopify, Magento, CSV, or your stack — in minutes, not days.

Barcode-driven intake AI enrichment & image processing Shopify, Magento & CSV export Multi-brand pipelines

Platform features

Everything your team needs to manage product data at scale

  • Lightning-fast intake

    Scan/Assign EAN/barcodes, capture photos, and classify garments on the stockroom floor. Designed for speed — each item takes seconds, not minutes.

  • AI-powered enrichment

    Our ETL pipeline automatically matches products against brand feeds, generates descriptions, strips image backgrounds, and extracts EXIF data — all without manual effort.

  • Multi-brand pipelines

    Manage dozens of brand feeds simultaneously. Crawl brand sites, ingest CSVs, and run enrichment at scale with configurable per-brand matching rules.

  • Human quality gate

    Review AI-matched items before export. Override descriptions, confirm attribute values, and approve batches with a kanban-style interface built for speed.

  • Flexible export

    Push clean product data to your ecommerce platform, download catalogue-ready CSVs, or build against our API. Your data, in the format your stack needs.

  • Real-time visibility

    Live delivery logs, batch status dashboards, and per-item ETL step tracking. Always know where each product is in the pipeline.

How it works

Three stages. One platform.

Movestream covers the full lifecycle of a garment — from the moment it arrives to the moment it's live in your store.

  1. Intake

    Scan the barcode or create a new item. Photograph the garment, add a label, and move to the next one. Designed for the stockroom floor — fast, mobile-friendly, offline-capable.

  2. Enrich

    Your ETL pipeline runs automatically: brand feed matching, AI-generated descriptions, background removal, EXIF extraction, and attribute classification — all queued and processed in the background.

  3. Review & export

    Approve AI-matched items in the review queue, override anything that needs a human touch, then export clean catalogue data wherever your commerce stack lives.

Early access

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