Demand Solutions (by Logility)
AI-native supply chain planning and demand sensing for the autonomous enterprise.
The AI-driven Operating System for modern supply chain orchestration and factory sourcing.
Calico (calico.ai) is a sophisticated AI-integrated Supply Chain Orchestration (SCO) platform designed specifically for apparel, footwear, and lifestyle brands. By 2026, the platform has evolved into a predictive 'Supply Chain OS' that leverages proprietary machine learning models to bridge the gap between design and delivery. The technical architecture focuses on digitizing the entire production lifecycle, replacing fragmented spreadsheets with a centralized intelligence hub. Calico's core value proposition lies in its AI Sourcing Engine, which analyzes millions of data points across global manufacturing hubs to match brands with vetted factories based on technical capability, sustainability scores, and lead-time reliability. The platform facilitates autonomous production tracking, using natural language processing to extract data from vendor communications and real-time logistics feeds. For AI Architects, Calico represents a shift toward verticalized AI agents that handle complex, multi-stakeholder workflows, ensuring data integrity across the global value chain while providing predictive insights into potential delays or cost fluctuations.
Proprietary matching algorithm that cross-references brand 'Tech Packs' with factory-specific machinery and historical output data.
AI-native supply chain planning and demand sensing for the autonomous enterprise.
Unified retail planning and supply chain optimization powered by high-speed AI and Living V3 architecture.
The world's first all-in-one fashion operating system powered by generative AI.
AI-Driven Apparel Manufacturing & Supply Chain Orchestration for Global Brands.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Uses NLP to parse vendor updates and automatically update production Gantt charts.
ML models analyze global port congestion, weather, and factory output to predict shipping delays before they occur.
OCR and Vision AI transform static PDFs into dynamic, structured data for factory consumption.
Automated document verification for Fair Trade, GOTS, and other certifications via blockchain-inspired ledgering.
Quantifies factory reliability, quality, and communication speed using longitudinal data.
Bidirectional sync between sales velocity (from Shopify/Amazon) and production schedules.
A brand needs to move production from China to Vietnam due to tariff changes.
Registry Updated:2/7/2026
Finalize contract and initiate sample tracking.
Predicting and managing shipping bottlenecks during Q4 peaks.
Proving fiber origin for new EU sustainability regulations.