Lokad
Quantitative supply chain platform using probabilistic forecasting to optimize inventory, pricing, and replenishment.
What it does
Lokad is a specialized supply chain optimization platform that uses probabilistic forecasting - predicting ranges of possible future demand rather than single-point estimates - to make better inventory and replenishment decisions. Unlike traditional demand planning tools that output a single forecast number, Lokad's AI models compute full demand distributions, enabling optimization of inventory levels that explicitly trade off stockout risk against carrying cost. Lokad's Envision programming language lets supply chain scientists customize optimization logic for specific business constraints. It is used by fashion, retail, and manufacturing companies for replenishment, assortment optimization, and pricing decisions.
Why AI-NATIVE
Lokad is AI-native - probabilistic forecasting models, distribution-based inventory optimization, and scientific supply chain programming are the core product architecture.
Best for
Mid-market retailers and distributors with complex inventory challenges use Lokad for demand-driven replenishment - probabilistic forecasting reducing both overstock and stockout simultaneously.
Large retailers and manufacturers use Lokad for sophisticated inventory optimization - AI models handling thousands of SKUs across multiple locations with optimization logic customized to specific business constraints.
Limitations
Lokad's full power — particularly the Envision customization layer — requires quantitative supply chain expertise to configure and maintain. It is not a self-service tool for generalist planners.
Lokad focuses on demand forecasting and inventory optimization — organizations needing full supply chain management including procurement, logistics, and execution need additional platforms.
Lokad is priced for organizations where inventory optimization has meaningful P&L impact — smaller businesses with simpler inventory needs find the investment difficult to justify.
Alternatives by segment
| If you need… | Consider instead |
|---|---|
| Broader supply chain planning | Kinaxis RapidResponse |
| Mid-market inventory optimization | Netstock |
| Demand planning within ERP | SAP IBP |
Lokad does not publish pricing. Contracts based on data volume and optimization scope. Mid-market contracts typically start around $50,000 - $150,000 annually. Enterprise pricing negotiated.
