WAIR
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About
WAIR is an innovative retail technology company specializing in AI-driven demand forecasting for SKU-level sales. Leveraging deep learning models, WAIR provides accurate and dynamic inventory management solutions. Its main technology, ForecastGPT-2.5, improves ROI for retailers and brands through precise forecasts that guide replenishment, distribution, and channel optimization. The tool utilizes pooled industry data and a unified model approach to deliver insights from a single day to six weeks into the future. WAIR aims to democratize advanced AI technologies in retail, allowing businesses of all sizes to benefit without vendor lock-in, thus encouraging a data-driven approach to operations.
Platform
Task
Features
• erp integration
• accurate sku demand forecasting
• dynamic replenishment recommendations
• pooled industry data model
• forecasting-as-a-service
FAQs
What is WAIR?
WAIR is a company that leverages AI and deep learning technology to provide accurate SKU demand forecasts for the fashion industry. Our services range from forecasting-as-a-service, replenishment, channel reservation and stock redistribution to initial distribution.
What services does WAIR offer?
WAIR offers services such as the AI Replenisher, AI Redistributor, AI Product Describer, and forecasting-as-a-service.
What is pooled data and how does WAIR use it?
Pooled data is an accumulation of data from multiple clients treated as a unified dataset, improving accuracy and minimizing bias.
What is the ROI that WAIR's forecasting offers?
WAIR’s forecasting can significantly increase inventory turnover, reduce end-stock, and help drive revenue growth, aiming for a 6x ROI as a baseline.
How easy is it to integrate WAIR’s technology into my existing system?
Integration is made easy with support for certain ERPs and an API, with recommendations being delivered within 2 weeks for supported systems.
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