Upstage

Upstage is a leading AI technology company based in South Korea focused on advancing the capabilities of AI models to enhance business operations. Founded with a mission to achieve Artificial General Intelligence (AGI) for work, Upstage develops cutting-edge AI solutions that cater to various business needs. The company's two flagship products are Solar LLM and Document AI.

General
Author	Upstage
Release Date	October 2020
Website	https://www.upstage.ai/
Documentation	https://developers.upstage.ai/docs/getting-started/quick-start

Products

Solar LLM

Solar LLM is a high-performance large language model designed for a variety of applications. Built on a foundation that includes a 32-layer architecture derived from LLaMA 2 and pre-trained with Mistral 7B weights, Solar LLM is known for its efficiency and multilingual capabilities, particularly excelling in English, Korean, and Japanese. The model employs a unique depth up-scaling (DUS) technique, making it compact yet powerful enough to outperform other models, even rivaling GPT-4 in specific domains. Solar LLM is particularly suitable for businesses looking to implement reliable and efficient AI solutions, as it integrates seamlessly with tools like Amazon SageMaker for rapid deployment.

Document AI

Document AI is another core product from Upstage, focused on transforming unstructured documents into structured data that AI systems can easily interpret. This product includes advanced Optical Character Recognition (OCR) and Layout Analysis tools, enabling businesses to extract and organize information from complex documents, including tables and figures. Document AI ensures that the data fed into AI models is of high quality, significantly improving the accuracy and reliability of AI-driven decisions. It is particularly useful in preparing data for integration with models like Solar LLM, making it a crucial tool for businesses that need to process large volumes of documents efficiently.

Key Features

High-Performance AI Models: Upstage’s Solar LLM is a compact, multilingual model that competes with larger models like GPT-4. It uses innovative depth up-scaling (DUS) for superior efficiency and accuracy.
Document AI: This toolset offers advanced OCR and Layout Analysis to transform unstructured documents into structured data, optimizing AI processing.
Cloud Integration: Upstage’s AI solutions integrate seamlessly with platforms like Amazon SageMaker, enabling easy deployment and scalability.
Industry Recognition: Solar LLM ranks highly on AI leaderboards, showcasing Upstage's competitive edge.
Continuous Innovation: Upstage focuses on improving AI reliability with features like Groundedness Check, reducing errors and enhancing output quality.

Start Building with Upstage

Upstage empowers businesses to leverage cutting-edge AI technologies to enhance their operations and decision-making processes. With its easy-to-integrate solutions, companies can deploy their flagship model Solar LLM and utilize advanced document processing tools to automate workflows. Whether you are looking to build custom AI solutions or integrate pre-built models, Upstage offers the flexibility and scalability you need. Explore community-built use cases and applications to unlock the full potential of Upstage’s AI technologies.

👉 Upstage Playground

👉 Start building with Upstage

👉 Upstage Console

Fresno LUX: A Living City

Fresno LUX is a prototype for a living intelligence layer across an entire city. Fresno already contains enormous amounts of intelligence: residents know where problems exist, nonprofits know where help is needed, businesses know where opportunities exist, educators understand gaps in learning, researchers generate knowledge, and government maintains critical infrastructure and data. The problem is that much of this intelligence is fragmented across disconnected systems. Fresno LUX connects those pieces. The platform creates a shared city graph where people, organizations, resources, needs, projects, observations, experiments, and outcomes become connected nodes. Instead of simply collecting data, LUX continuously asks: What is happening? What do we know? What is missing? What can we test? What changed? A community problem can become an observable signal. That signal can become an experiment. The experiment produces evidence. Evidence changes the system's understanding. That updated understanding informs the next action. Observe → Connect → Understand → Act → Measure → Learn → Converge. The goal is to move Fresno from disconnected information toward collective intelligence—a system where knowledge can travel across boundaries and successful solutions can be discovered, tested, measured, and replicated. LUX is designed to make the invisible connections visible: the relationship between a neighborhood and its resources, between a student and educational opportunity, between a business and workforce capacity, between environmental conditions and community health, and between an idea and measurable real-world impact. This hackathon prototype demonstrates the beginning of a Living Fresno Graph: a city that can observe itself, learn from evidence, and coordinate toward better outcomes.

NetConnect

Public Sector Network Connectivity Analyzer The Public Sector Network Connectivity Analyzer is a comprehensive solution designed to address the critical need for reliable network monitoring across public institutions. Our application serves as an essential tool for IT administrators managing connectivity infrastructure for schools, healthcare facilities, government offices, libraries, and other public service organizations. Core Capabilities Real-Time Network Visualization Interactive diagrams and topology maps provide clear visibility into how public institutions are connected, displaying network elements, connection points, and infrastructure components with intuitive visualization tools. Performance Monitoring System Our platform continuously tracks vital network metrics including uptime percentages, latency measurements, bandwidth utilization, and connection status across the entire public sector network, enabling proactive management. Advanced Simulation Engine IT professionals can run comprehensive simulations to test network resilience under various scenarios such as increased user loads, infrastructure failures, or cyber incidents, helping identify vulnerabilities before they impact critical services. Institution Management Portal Administrators can efficiently manage information about connected institutions, monitor their connection status in real-time, and access detailed performance metrics through a unified dashboard interface. Geographic Mapping Integration Our system incorporates geographic visualization capabilities to display the physical distribution of institutions and network infrastructure across regions, facilitating better resource allocation and planning. Technical Implementation This solution addresses the unique challenges faced by public sector organizations that require reliable connectivity for delivering essential services to communities, while providing the tools needed to ensure network resilience, performance, and security.

SupplyGenius Pro

Core Features 1. Document Processing & Analysis - Automated analysis of supply chain documents - Extraction of key information (parties, dates, terms) - Compliance status verification - Confidence scoring for extracted data 2. Demand Forecasting & Planning - AI-powered demand prediction - Time series analysis with confidence intervals - Seasonal pattern recognition - Multi-model ensemble forecasting (LSTM, Random Forest) 3.Inventory Optimization - Real-time inventory level monitoring - Dynamic reorder point calculation - Holding cost optimization - Stockout risk prevention 4. Risk Management - Supply chain disruption simulation - Real-time risk monitoring - Automated mitigation strategy generation - Risk score calculation 5. Supplier Management - Supplier performance tracking - Lead time optimization - Pricing analysis - Automated purchase order generation 6. Financial Analytics - ROI calculation - Cost optimization analysis - Financial impact assessment - Budget forecasting 7. Real-time Monitoring - Live metrics dashboard - WebSocket-based alerts - Performance monitoring - System health tracking 8. Security Features - JWT-based authentication - Role-based access control - Rate limiting - Secure API endpoints -- Technical Capabilities 1. AI Integration - IBM Granite 13B model integration - RAG (Retrieval Augmented Generation) - Custom AI toolchains - Machine learning pipelines 2. Data Processing - Real-time data processing - Time series analysis - Statistical modeling - Data visualization 3. Performance Optimization - Redis caching - Async operations - Rate limiting - Load balancing 4. Monitoring & Logging - Prometheus metrics - Detailed logging - Performance tracking - Error handling