Meet Seamstream - AI-Powered Operation Breakdown Software

The Fastest Way to Go from Tech Pack to Line Plan.

Seamstream automatically converts tech-packs and photos to full operational breakdown needed to make the garment.

Tariffs, shipping delays, and sourcing volatility are pushing fashion brands to move production closer to their customers. That shift means more work for nearshore factories in Europe, North Africa, and the Americas—but also more complexity. Smaller orders, more styles, and tighter lead times are becoming the norm.

Seamstream helps factories stay ahead by using AI to turn tech packs into clear operation breakdowns—fast. No more guessing games. No more generic SMVs. Just practical, editable data to help you cost and plan quickly, even when designs keep changing. 

How It Works

Just upload a brand’s tech pack or your own or even a photo of the product. Seamstream’s AI analyzes it, proposes pattern pieces, and generates a full operation breakdown, complete with step descriptions, timings, and features (e.g., plackets, patch pockets).

• Edit timings and steps based on your experience

• Save frequently used components to your own element library

• Paid users can customize machine assignments for each step

Join Our Beta

We’re launching a closed testing in June 2025 and inviting a limited number of forward-thinking factories to join us. 

✔️ Get  credits to convert 100 tech packs for free  ✔️ Share feedback directly with our product team  ✔️ Shape the future of AI in apparel production planning

Eligibility: You must operate a factory with at least 50 machinists.

Apply below to become a Seamstream Beta Partner.

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