The Blog

News & Insights

The latest in apparel technology, industry trends, and expert analysis to help you stay ahead.

Agentic Checkout Comes to Fashion: What Brands Need to Fix in Their Product Data

Direct checkout inside ChatGPT and Gemini is moving from pilot to rollout, and it forces fashion brands to fix product feeds, pricing logic and sizing data before an agent closes the sale on their behalf.

Apparel StackOct 2, 2026

3PL & Warehousing

5 min read

Apparel 3PLs Are Competing on SKU Depth, Returns Throughput, and Routing-Guide Compliance

The latest round of 3PL comparison guides shows apparel fulfillment providers competing on SKU multiplication, return processing speed, and retailer routing-guide compliance rather than shipping times.

Apparel StackOct 2, 2026

AI & Automation

5 min read

AI Vision and Digital Twins Are Closing the Gap Manual Fabric Inspection Leaves

Manual fabric inspection catches 60 to 70 percent of defects. AI vision and digital twins move detection onto the production line itself, and closer to full coverage.

Apparel StackOct 2, 2026

Design & Production

5 min read

Tech Pack Software Has Split Into Two Tiers: Lightweight Tools and Full PLM

This year's tech pack software comparisons show a clear fork: small-run brands are served by fast, cheap tools, while growing manufacturers need full PLM with BOM, costing, and 3D integrations. Here's how to tell which side you're on.

Apparel StackOct 2, 2026

Design & Production

4 min read

Fashion's Tech Stack Is Consolidating: Design, Sourcing and Retail Ops on One Loop

Brands are connecting design, sourcing, and store ops that used to live in separate systems. The closed loop is real as a direction, not as a widespread deployment.

Apparel StackAug 13, 2026

Sustainability

9 min read

EPR Laws Are Coming for Fashion Brands

EPR laws in California, France, and the EU now require brands to fund and track garment take-back. California's registration deadline has already passed, and the software side is harder than most brands expect.

Apparel StackAug 13, 2026

Wholesale & Retail

4 min read

Retailer Chargebacks Are a Tax on Bad Data. Apparel Brands Can Stop Paying It.

Retailer chargebacks quietly drain 1-2% of wholesale revenue. Most trace back to preventable EDI, ASN, and carton labeling failures.

Apparel StackAug 4, 2026

ERP

6 min read

What PE-Backed ERP Rollups Mean for Mid-Market Fashion Brands

PE firms are rolling up apparel ERPs faster than they can integrate them. For mid-market fashion brands, the implications are concrete and immediate.

Apparel StackApr 26, 2026

Supply Chain

7 min read

Textile Traceability Platforms Are Booming Ahead of EU's 2026 Deadline. Most Brands Still Aren't Ready.

The EU's Digital Product Passport mandate takes effect in 2026, and most apparel brands can't meet it. Oritain, FibreTrace, and TextileGenesis are seeing triple-digit contract growth as brands race to implement traceability systems, but blockchain records alone won't prevent supply chain fraud, and integration costs typically run 2-3x the platform fee.

Apparel StackApr 19, 2026

AI & Automation

7 min read

Fit Prediction Software Is Quietly Fixing Apparel E-Commerce's Most Expensive Problem

Brands using AI-powered fit prediction and size recommendation tools are cutting size-related returns, with published case studies starting around 10%. Getting there requires clean garment data, platform integration work, and enough transaction volume to train accurate models.

Apparel StackMar 22, 2026

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News & Insights

Agentic Checkout Comes to Fashion: What Brands Need to Fix in Their Product Data

Apparel 3PLs Are Competing on SKU Depth, Returns Throughput, and Routing-Guide Compliance

AI Vision and Digital Twins Are Closing the Gap Manual Fabric Inspection Leaves

Tech Pack Software Has Split Into Two Tiers: Lightweight Tools and Full PLM

Fashion's Tech Stack Is Consolidating: Design, Sourcing and Retail Ops on One Loop

EPR Laws Are Coming for Fashion Brands

Retailer Chargebacks Are a Tax on Bad Data. Apparel Brands Can Stop Paying It.

What PE-Backed ERP Rollups Mean for Mid-Market Fashion Brands

Textile Traceability Platforms Are Booming Ahead of EU's 2026 Deadline. Most Brands Still Aren't Ready.

Fit Prediction Software Is Quietly Fixing Apparel E-Commerce's Most Expensive Problem