Best AI tools for< Demand Forecasting >

FareTrack is an AI-driven data intelligence solution tailored for the modern air travel industry. It offers accurate, timely, and actionable insights for airline revenue management, distribution, and network operations teams. By leveraging advanced AI technology, FareTrack empowers clients with competitive fare tracking, ancillary pricing insights, open pricing monitoring, and price rank value optimization. The platform also provides comprehensive travel data solutions beyond airfare, including tax breakdowns, historical fare analysis, and trend analysis. With customizable dashboards and API integration, FareTrack enables users to make informed decisions swiftly and stay ahead in the dynamic world of air travel.

Ikigai Labs is an AI application that revolutionizes demand forecasting and planning with cutting-edge AI solutions. The platform offers end-to-end generative AI capabilities for time series forecasting, robust API toolkits, data connection and reconciliation, and what-if scenario planning. It provides intuitive insights, large graphical models, and integrated domain expertise for trusted results. Ikigai caters to various industries such as retail, manufacturing, financial services, and healthcare & life sciences, offering solutions for demand sensing, supply chain optimization, fraud detection, and predictive analytics.

ToolsGroup is an AI-powered supply chain and retail planning application that helps retailers, distributors, and manufacturers enhance the resilience and performance of their operations. Leveraging AI and real-time data, ToolsGroup offers probabilistic planning solutions for demand forecasting, inventory optimization, replenishment, assortment planning, and more. The application automates manual tasks, guides smarter decisions with AI, and delivers outstanding customer experiences with real-time visibility across the enterprise.

Supply Chain Intelligence is an AI application that provides a comprehensive suite of information and technological tools for supply chain management. It offers solutions for demand forecasting, digitization guidance, AI forecast modeling, forecasting segmentation, and assessment of forecasting processes. The application is designed to streamline supply chain operations, enhance decision-making processes, and optimize planning strategies.

Findability Sciences is an AI-driven platform that offers a range of products and solutions to optimize business processes and decision-making. The platform leverages machine learning, deep learning, and natural language processing to provide accurate forecasts, predictive maintenance, price optimization, demand forecasting, and more. Findability Sciences caters to various industries such as manufacturing, retail, financial services, media, healthcare, and pharma, offering Business Process Co-Pilots for streamlined operations and enhanced efficiency. The platform aims to revolutionize businesses by harnessing the power of AI for data-driven insights and automation.

ThroughPut AI is a supply chain decision intelligence and analytics platform designed for outcome-driven supply chain decision-makers. It provides accurate demand forecasting, capacity planning, logistics management, and financial insights to drive business results. ThroughPut AI offers a single source of truth for supply chain professionals, enabling them to make faster, better, and confident decisions. The platform helps unlock efficiency, profitability, and growth in day-to-day operations by providing intelligent data-driven recommendations.

OMP is a supply chain planning solution that accelerates the path to supply chain excellence. It is built on deep industry expertise and powered by AI to deliver tangible results. OMP provides decision-centric planning platform covering demand and supply planning, from strategic to operational levels, tailored to specific industries like chemicals, consumer goods, life sciences, metals, and paper/plastics/packaging.

RELEX Solutions is a market-leading supply chain and retail planning platform that leverages artificial intelligence to revolutionize supply chains. The platform offers end-to-end inventory planning, production scheduling, demand forecasting, merchandising, assortment planning, price optimization, promotion planning, and more. RELEX enables retailers and consumer goods companies to align their supply chain and retail operations with actual demand, driving profitability through increased sales and reduced costs while minimizing waste. The platform caters to various industries such as retail, convenience, electronics, grocery, health, beauty, pharmaceutical, and more, providing tailored solutions for each sector.

Lily AI is an e-commerce product discovery platform that helps brands increase sales and improve customer experience. It uses artificial intelligence to understand the language of customers and inject it across the retail ecosystem, from search to recommendations to demand forecasting. Lily AI's platform is purpose-built for retail and turns qualitative product attributes into a universal, customer-centered mathematical language with unprecedented accuracy. This results in a depth and scale of attribution that no other solution can match.

Fusemachines is an AI company that offers AI products and solutions to democratize AI. Their AI Studio platform provides various AI engines for different use cases, such as GenAI Engines for predictive analytics and Fraud Detection, Forecast AI for demand forecasting, and more. The company aims to empower enterprises with tailored AI solutions and seamless integration of tools to enhance value across specific industries like Retail, Healthcare, Technology, Banking & Insurance, and Media & Entertainment.

Quinyx is an AI-powered Workforce Management, Planning & Scheduling platform that helps businesses optimize their workforce, streamline scheduling, and engage frontline employees. It offers features such as demand forecasting, labor optimization, compliance checking, task management, and communication tools. Quinyx aims to enhance employee productivity, reduce scheduling admin time, and improve overall business performance through AI-driven solutions.

MyOutlet AI is an intelligent marketplace that connects fashion brands with buyers through AI-driven demand forecasting and inventory optimization. It maximizes sales, reduces waste, and unlocks new opportunities for businesses in the fashion industry. The platform offers features such as intelligent forecasting, inventory optimization, promo strategy, weather insights, and personalized recommendations to help businesses make smarter, data-driven decisions.

Vorto is a transformative supply chain automation platform that aims to revolutionize supply chain management for a sustainable future. By leveraging AI technology, Vorto optimizes supply chain operations, increases efficiency, reduces costs, and minimizes environmental impact. The platform offers predictive capabilities, automates decision-making processes, and enhances visibility and collaboration among buyers, suppliers, and logistics providers. Vorto is designed to address the challenges faced by modern supply chains, such as driver shortages, supply chain disruptions, and rising costs, by providing innovative solutions that drive growth and profitability.

Mazaal AI is an end-to-end no-code AI platform that empowers businesses to boost their workforce with AI automation. The platform allows users to transform data into powerful AI solutions without the need for coding. With a focus on pre-trained models and seamless integration, Mazaal AI helps businesses optimize production, manage inventory effectively, predict future demand accurately, and enhance customer satisfaction.

Lily AI is an e-commerce product discovery platform that helps brands increase sales and improve customer experience. It uses artificial intelligence to understand the language of customers and inject it across the retail ecosystem, from search to recommendations to demand forecasting. This helps retailers connect customers with the relevant products they're looking for, boost product discovery and conversion, and increase traffic, conversion, revenue, and brand loyalty.

Couture.ai is an AI-as-a-service platform that specializes in hyper-scale AI for tailored retail experiences. The platform assists global online retailers and fashion brands in personalizing customer experiences through prediction technology. Couture.ai offers cutting-edge solutions such as Virtual TryOn for visualizing products before purchase, Demand & Assortment Forecasting for inventory management, Live Search for semantic search solutions, and Obelisk Experience Engine for behavior insights-driven tailored experiences across various platforms. The platform aims to elevate customer experiences and optimize business outcomes through AI-driven solutions.

Transmetrics is an AI-powered logistics planning platform that helps businesses optimize their supply chain and logistics operations. It provides a range of features, including data analytics, forecasting, optimization, and asset management. Transmetrics helps businesses improve their capacity utilization, reduce costs, and increase efficiency.

Alloy.ai is an omnichannel revenue intelligence platform for consumer brands that helps visualize and analyze sales, supply chain, and forecasting data with full visibility into consumer demand and inventory. The platform connects real-time POS and inventory data from hundreds of retailers, providing a single view of sales and inventory. Alloy.ai uses AI and ML to identify new sales opportunities and potential problems, offering a normalized view of business data for better decision-making.

Hypersonix is a leading generative AI platform for commerce, offering ProfitGPT and various AI solutions such as Competitor AI, Forecasting AI, Promo AI, and Inventory AI. It provides advanced algorithms to help retailers and DTC brands grow market share, maximize product margins, and make data-driven decisions. Hypersonix empowers users with real-time insights, automation, and optimization tools to enhance profitability and competitiveness in the retail industry.

Refabric is an AI-powered design platform at the intersection of AI and fashion design. It offers innovative solutions for the fashion industry by leveraging advanced technologies such as machine learning and data analytics. Refabric helps fashion retailers achieve carbon neutrality, adhere to environmental standards, and transform the way fashion is designed, produced, and consumed. The platform provides trend forecasting, creative support, and sustainability solutions to address the evolving challenges in the global fashion industry.

Chronos is a family of pretrained time series forecasting models based on language model architectures. A time series is transformed into a sequence of tokens via scaling and quantization, and a language model is trained on these tokens using the cross-entropy loss. Once trained, probabilistic forecasts are obtained by sampling multiple future trajectories given the historical context. Chronos models have been trained on a large corpus of publicly available time series data, as well as synthetic data generated using Gaussian processes.

预测：方法与实践（第三版） Rob J Hyndman 和 George Athanasopoulos 澳大利亚莫纳什大学

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Prophet model expert, professional yet approachable, seeks clarification

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专业预测师，基于用户数据提供预测反馈。

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