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PatternFast, Inc

Fashion product engineering intelligence

USA, California
Market: Production, Artificial Intelligence
Stage of the project: Prototype or product is ready

Date of last change: 21.09.2026
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Idea

PatternFast is building fashion product engineering intelligence layer between design and manufacturing, turning design ideas into factory-ready products in minutes instead of months.

Current Status

$486K ARR on Pre-Launch MVP. Active enterprise contracts with Singer Sewing Machines and 3 other enterprises. Signed Pilot - Gruppo Florence (maker of Burberry, Celine, Chloe and many other brands). Partnership and POC (in signing) with Gucci. Last stages of siding of POCs with Loro Piana and 7forAllMankind. In early stages of discussion with LVMH for several of their Maisons. 47+ large fashion corporations in the pipeline.

Market

1. Enterprise Fashion Brands
2. Manufacturers & Supply Chain Partners
3. Apparel and leather bag manufacturers
4. Product development service providers
5. SMB fashion brands and retailers
6. Fashion schools and educational facilities
7. Indie designers and fashion students
8. Sourcing organizations/ ODM/OEM partners

Future:
Any physical product company with complex product development workflows

1. Footwear
2. Accessories
3. Beauty & cosmetics
4. Furniture
5. Consumer products

Problem or Opportunity

Fashion's greatest inefficiency isn't design or manufacturing. It's product development.

Brands spend 4-18 months, $19K per style, and tens of millions annually moving products from concept to production, yet most products never reach the shelf.

The process remains dependent on siloed teams, disconnected systems, and manual coordination across design, engineering, sourcing, and manufacturing.

Opportunity:

Fashion needs an intelligence layer for product development.

Solution (product or service)

PatternFast provides the Fashion Engineering Intelligence Layer that transforms fragmented product development into a single intelligent workflow, turning ideas into factory-ready products in minutes instead of months.

Unlike the current manual 3D, CAD and AI technologies, we provide hyper intelligent solutions for everything needed to go from design idea into production seamlessly, saving large fashion conglomerates $20M or more per year.

Competitors

Existing alternatives include:
1. Centric, PTC FlexPLM and Bamboo Rose for PLM;
2. Lectra/Gerber, Optitex and TUKAcad for CAD;
3. CLO3D, Browzwear and Style3D for 3D development;
4. Emerging AI-CAD players Six Atomic and FashionINSTA

However, these largely address individual parts of the workflow, while PatternFast connects all product intelligence, collaboration, engineering and manufacturing from design idea to factory-ready product.

Advantages or differentiators

Others solve pieces of product development. PatternFast is building the intelligence layer that connects and automates the entire process from idea to factory-ready product.

Finance

Revenue:

1. Enterprise + B2B SaaS
Platform subscriptions for global fashion brands.

2. AI Consumption
Usage-based revenue from AI-powered engineering, simulation, validation, and product creation.

3. Ecosystem Revenue
Integrations, APIs, supplier connectivity, and enterprise deployment services.

Cost:

1. Product & Engineering
AI, software development, infrastructure, pattern intelligence, and platform maintenance.

2. Cloud & AI Infrastructure
Compute, storage, model/API usage, hosting, and enterprise security.

3. Enterprise Delivery
Implementation, onboarding, integrations, pattern ingestion, QA, and customer success.

4. Sales & GTM
Enterprise sales, partnerships, marketing, events, and business development.

5. G&A
Operations, legal, finance, compliance, and administration.

Business model

Business Model:
Enterprise and B2B SaaS + AI Consumption

Chanells:
1. Enterprise Sales to global fashion brands and manufacturers
2. Technology Partnerships across PLM, CAD, ERP, and 3D ecosystems
3. Land & Expand across business units, suppliers, and factory networks
4. Industry Influence through trade shows, strategic relationships, and thought leadership
5. Affiliate Partnerships serving independent designers and SMB brands

Money will be spent on

Product & AI · Security & Compliance · Enterprise Deployment · GTM · Infrastructure · Team Scale

Offer for investor

Ask: $5M on $50M Cap Post Money SAFE (16-24 months runway)
1st $1M gets a trenched discount: $30M Post Money SAFE

Team or Management

Risks

Core technology and market demand are validated. Remaining risks are primarily execution and scale.

Incubation/Acceleration programs accomplishment

Founder alum - Y Combinator (W19); PatternFast: GSD Venture Studio

Won the competition and other awards

Winner of Moncler Fashion Innovation Challenge 2025.

Invention/Patent

USPTO patent granted. PCP patent protected. 2 more patents pending.
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Idea
Current Status
Market
Problem or Opportunity
Solution (product or service)
Competitors
Advantages or differentiators
Finance
Invested in previous rounds, $
Business model
Money will be spent on
Offer for investor
Team or Management
Mentors & Advisors
Lead investor
Risks
Incubation/Acceleration programs accomplishment
Won the competition and other awards
Invention/Patent
Photos
Product Video
Presentation