Production OS for fashion teams

From fashion idea to production-ready product.

Plan Collections guides brands through design, fit, materials, tech packs, costing, suppliers, production, launch and feedback — without losing technical control.

Guided assistant for beginners
Professional backend for experts
Tech packs, costing & suppliers in one system
Built for real products, not just AI images

View interactive demo Request access See features

Designed for fashion brands, designers, production teams and sourcing workflows. Not an AI image generator.

Northline Studio · HoodieLIVE DEMO

Brand readiness78%
Material shrinkage4% / 2% target
Sample roundRound 1 · 6 corrections
Costing @ 300 pcs21.90 EUR / pc
Supplier certificateExpires in 21 days
Claim 'recycled packaging'Blocked · no evidence
Launch readiness58% · blocked

Fictional sample data — for product demonstration only.

The problem

Fashion development is fragmented.

Most small and mid-size fashion teams manage product development through scattered tools: moodboards, spreadsheets, PDFs, email threads, supplier chats, unversioned tech packs and unclear sample feedback.

Ideas don't become production-ready

Materials chosen without enough testing

Tech packs incomplete or outdated

Suppliers misunderstand requirements

Margins are unclear

Claims published without evidence

Samples create repeated correction rounds

Launches happen with missing data

Returns are never connected back to product improvement

The solution

Plan Collections connects the full fashion product lifecycle.

Turn scattered product-development work into one guided, structured operating system.

Idea

Design

Fit

Pattern

Material

Grading

Tech Pack

Sample

Costing

Supplier

Production

Inventory

Launch

Feedback

Improve

Top layer

Simple guided assistant

One question at a time. "I don't know" is always an option. Plain English. Designed for founders and designers without a technical background.

Bottom layer

Technical production intelligence

Structured measurements, BOM, grading, supplier scorecards, version-controlled documents, audit trail, RLS-aware permissions and risk reports.

Positioning

Not another AI fashion image tool.

AI image tools generate visual inspiration. Plan Collections structures the real work needed to actually produce a garment.

AI image tools

· Generate visuals
· No production logic
· No material validation
· No supplier management
· No costing
· No claims control
· No sample tracking
· No production workflows

Plan Collections

· Guides product creation
· Structures fit & measurements
· Connects material behavior
· Creates tech-pack drafts
· Supports grading logic
· Tracks sample corrections
· Estimates cost & margin
· Manages supplier risk
· Checks product claims
· Tracks documents & approvals
· Prepares launch readiness
· Learns from feedback

Plan Collections is complementary to AI image tools — but operates one layer deeper, where the actual product lives.

Full comparison

Capabilities

Nine capability groups. One operating system.

From the first sketch to the first reorder.

Product creation & pattern intelligence

Guided setup, garment logic, measurement profiles, fit profiles, pattern drafts, SVG previews, grading and tech-pack prep.

Material intelligence & testing

Library, GSM/stretch/shrinkage, opacity, pilling, colorfastness, suitability and certificate tracking.

Fit samples & corrections

Sample rounds, actual vs. target measurements, fit issue logs, correction requests and approval flow.

Costing & margin

Materials, trims, labor, sample costs, testing, packaging, quantity tiers and supplier quotes — with sensitive access controls.

Suppliers & production

CRM, capability matrix, MOQ, lead times, risk scoring, production plans, POs, milestones and QC.

Launch & sales readiness

Copy, SKU matrix, size guide, care data, inventory readiness, channel exports and launch checklist.

Claims & compliance control

Claim register, evidence tracking, blocked claims, certificate expiry, copy scanner and launch protection.

Documents, workflow & team

Vault, versioning, packages, approvals, tasks, automations, notifications, audit and permissions.

Feedback & brand memory

Return reasons, complaints, supplier-linked issues, improvement actions and brand fit DNA.

All features

Built for

Who benefits from Plan Collections

Small fashion labels

Fashion startups

Independent designers

Production agencies

Sourcing teams

Private-label manufacturers

Factories

Material suppliers

E-commerce brands

Fashion schools

Larger brand teams

Founders & investors

Brands →Designers →Agencies →Suppliers →Fashion schools →All use cases →

Live demo

Explore a complete sample brand.

The demo shows a fictional brand, sample hoodie, material warnings, supplier risk, tech pack, sample review, costing, blocked claim, production plan, launch readiness and the executive Command Center.

Open interactive demo Start guided tour

Pricing

Plans for every stage.

From a free demo preview to enterprise rollouts. Live billing activates after early-access onboarding.

Multi-brand & schools

Pricing is shown as an early-access placeholder and may change before public launch.

Trust

Built for serious product decisions.

Permission-aware data

Roles, RLS and record locks across every module.

Document versioning

Tech packs, supplier packages, exports — all versioned and auditable.

Human approval, by design

Critical production decisions always remain a human step.

Evidence-based claims

Customer-facing claims are blocked until proof exists.

Demo data clearly fictional

The sample brand never overlaps with production data.

Designed with governance principles

No certifications claimed — built to make them easier later.

FAQ

Common questions

Is Plan Collections an AI image generator?+

No. Plan Collections can support design direction, but its main purpose is product development and production readiness.

Does Plan Collections replace a patternmaker?+

No. Plan Collections creates structured technical drafts, calculations, warnings and documentation. Human patternmaker review is still required for production.

Can Plan Collections create production-ready Tech Packs?+

Plan Collections generates structured Tech Pack drafts and supplier packages, but production approval should be reviewed by qualified humans.

Does Plan Collections handle costing?+

Plan Collections supports costing estimates, quantity tiers and margin checks. It is not accounting or tax software.

Does Plan Collections check sustainability claims?+

Plan Collections helps flag claims that need evidence and can block unsupported customer-facing wording. It does not provide legal advice.

Can I connect Shopify or ERP?+

Integration readiness exists as placeholders. Live integrations are future implementation.

Who is Plan Collections for?+

Small brands, designers, startups, production agencies, suppliers, e-commerce brands, fashion schools and larger teams.

Can beginners use it?+

Yes. Plan Collections includes a guided mode that explains each step in simple language.

Can experts use it?+

Yes. Expert mode exposes technical data, reports, version history, approvals and structured workflows.

Is the demo real data?+

No. The demo uses fictional sample data for product demonstration only.

Start with the live demo.

No signup. Fictional sample brand. See Plan Collections end-to-end.

Open demo Request access