TechPack Generator
Factory-ready 15-section technical documents — flat sketches, grading tables, BOM, QC checklists — generated from a brief in under 30 minutes.
70%Faster product development cycles
40%Fewer sampling rounds
< 30 minConcept to factory-ready techpack
Fashion Product Development Is Broken.
A single garment requires up to 600 pages of documentation. Techpacks take 3–5 days to produce by hand. Real-time trend intelligence costs $25,000+ per year. Product photography runs $800–$2,000 per SKU — before a single sample exists. Inventory decisions made on intuition cost brands 15–20% of annual revenue to dead stock.
CENTOIRE closes this gap entirely. A multi-agent AI pipeline handles every stage of product development — from inspiration to production-ready specification — with the intelligence of a full design house and the speed of software.
A designer can go from a mood reference to a fully generated techpack complete with construction notes, material specs, cost estimates, and trend validation in under 30 minutes.
What You Get
Trend Intelligence
Real-time fashion intelligence from WGSN, Vogue Runway, and social signals. Validate concepts, score trend alignment, and surface micro-trends in natural language.
Cost Calculator
Full BOM, CMT, freight, duty, and landed cost modeling at multiple MOQs across 5 manufacturing regions — with full margin waterfall visibility.
AI Product Imagery
Professional ghost, flat-lay, on-figure, and lifestyle product photos before a sample exists. Eliminate pre-production photography costs entirely.
TechPack Generator
Factory-ready 15-section technical documents — flat sketches, grading tables, BOM, QC checklists — generated from a brief in under 30 minutes.
Trend Intelligence
Real-time fashion intelligence from WGSN, Vogue Runway, and social signals. Validate concepts, score trend alignment, and surface micro-trends in natural language.
Cost Calculator
Full BOM, CMT, freight, duty, and landed cost modeling at multiple MOQs across 5 manufacturing regions — with full margin waterfall visibility.
AI Product Imagery
Professional ghost, flat-lay, on-figure, and lifestyle product photos before a sample exists. Eliminate pre-production photography costs entirely.
Ten Intelligence Modules
CENTOIRE is organized into ten feature modules covering every phase of the product development lifecycle — from creative inspiration through sustainability scoring.
F1
AI Inspiration Engine
Natural language briefs, image-to-concept extraction, moodboard generation, and concept variants from a single prompt.
F2
TechPack Generator
Factory-ready 15-section technical documents: flat sketches, grading tables, BOM, material specs, and QC checklists.
F3
AI Product Imagery
Ghost, flat-lay, on-figure, and lifestyle images before samples exist. Batch-render all colorways simultaneously.
F4
Trend Analysis Agent
RAG-powered intelligence indexed from WGSN, Vogue Runway, and social signals — queryable in natural language.
F5
Inventory Agent
Real-time SKU monitoring, velocity analysis, low-stock alerts, and AI-generated reorder recommendations.
F6
Demand Forecasting
SKU-level probabilistic demand forecasts with scenario modeling, markdown timing, and seasonal buy planning.
F7
Cost Calculator
Full BOM, CMT, freight, duty, and landed cost modeling across multiple MOQs and 5 manufacturing regions.
F8
Collection Planner
Visual season planning canvas with style cards, category balance, margin mix, and trend coverage scoring.
F9
Fabric Sourcing Agent
AI supplier discovery with sustainability scoring, RFQ generation, and lead time estimation.
F10
Sustainability Engine
Automated environmental impact scoring per product — material, production, and shipping — embedded in every techpack.
Why Build With CENTOIRE?
The only platform that governs the entire fashion product development lifecycle in a single, agent-driven workflow.
End-to-End Agent Pipeline
CENTOIRE orchestrates a multi-agent system — from trend validation through techpack generation, cost modeling, and imagery — in a single governed workflow. No stitching together tools. No version control failures. One platform from concept to factory-ready output.
Designer-First, No-Code UX
Where traditional PLM tools are rigid and engineer-dependent, CENTOIRE is conversational and self-service. Designers work in natural language. Every agent interaction is inline, visual, and immediate — accessible to a solo studio and a global enterprise team alike.
Intelligence That Compounds
As more collections are built on CENTOIRE, trend, cost, and demand models improve in a compounding flywheel. Proprietary fashion intelligence — indexed from your collections, your sales data, and real-time market signals — creates a moat that grows with every product developed.
Contact Us
Start a Conversation
Explore how data-driven strategy and responsible AI can advance your business goals. Our team responds within one business day.
Explore Our Products
See how ROAAR governs your entire AI lifecycle — from readiness assessment through adoption, monitoring, and reporting.