Superb AI

Superb AI provides a comprehensive, one-stop computer vision AI platform designed to help businesses harness the power of artificial intelligence. Founded in 2018 by ML experts and backed by top investors like Y Combinator, Superb AI simplifies the complex process of dataset curation, management, model training, diagnostics, and deployment. The platform is trusted by global leaders such as Samsung, Hyundai, Toyota, and LG, empowering them to drive industrial innovation with AI tailored to their specific operational data. With a global presence in San Mateo, Tokyo, and Seoul, Superb AI is on a mission to transform every industry—from autonomous systems and physical security to logistics and manufacturing—by making advanced AI accessible and manageable.

How to use Superb AI

The platform guides users through the entire MLOps lifecycle in a structured, user-friendly manner:

1. Consultation & Project Design: Begin by engaging with Superb AI's experts to structure your AI project for success, defining goals and requirements.
2. Data Curation and Labeling: Upload your raw data (images, videos, point clouds). Use Superb AI's advanced tools to clean, manage, and curate high-value datasets. Leverage AI-powered auto-labeling to drastically reduce manual annotation time and costs.
3. Model Training and Diagnostics: Utilize the all-in-one platform to train custom AI models on your curated data. The intuitive interface allows you to train, assess model performance, compare different versions, and use diagnostic tools to identify and fix vulnerabilities like mislabels.
4. Deployment and Operation: Deploy your trained models with a few clicks into either cloud or on-premise environments, including air-gapped networks. Integrate the AI into your existing workflows using industrial solutions like real-time video analytics or defect detection systems.
5. Continuous Improvement: The platform is built for continuous evolution. It automatically collects and analyzes edge cases where your model underperforms, allowing you to retrain and enhance your model's accuracy over time, ensuring it adapts to real-world changes.

Core Features of Superb AI

• End-to-End MLOps Platform: A single, unified platform that covers the entire computer vision lifecycle, from data preparation and labeling to model training, deployment, and ongoing management.
• AI-Powered Data Automation: Features proprietary AI algorithms for automated data labeling, which can reduce processing time by up to 90%. It also includes tools for smart data curation to select the most impactful data for training.
• Custom Model Development: Enables the creation of high-performance, custom AI models built on your specific field data, ensuring higher accuracy and relevance compared to generic models.
• Advanced Model Diagnostics: Provides powerful tools to analyze model performance, visualize results, and diagnose issues, helping teams quickly iterate and improve model accuracy.
• Flexible Deployment Options: Supports both cloud-based and on-premise deployments, catering to businesses with strict security, privacy, or network constraints.
• Industry-Specific Solutions: Offers pre-built, customizable solutions for Video Analytics (with VLM/LLM-based natural language search), Defect Detection (deployable with as few as 100 normal images), and Edge AI for real-time inference.
• Synthetic Data Generation: Capable of generating high-quality synthetic data to augment real-world datasets, especially for rare events or challenging conditions like extreme weather.
• Robust Security & Collaboration: Includes features like role-based access control (RBAC), multi-factor authentication (MFA), and detailed user reports to facilitate secure and efficient collaboration among on-site and remote teams.

Use Cases for Superb AI

Superb AI is applied across various high-stakes industries:

• Autonomous Systems: Global automotive manufacturers like Toyota and Hyundai use the platform to automate the labeling of vast amounts of driving video data, accelerating the development of autonomous driving technology.
• Manufacturing & Quality Control: Used to deploy AI models that automatically classify defects in processes like pipe welding, achieving over 90% accuracy. It also enables rapid deployment of defect detection on production lines.
• Physical Security: Deployed for real-time fire and smoke monitoring in industrial settings, reducing false alarm rates by 76% and shortening detection times by 64%. It also enhances security systems by training models on diverse data, including infrared and fisheye camera footage.
• Logistics and Smart Cities: The Video Analytics solution allows for real-time object detection and tracking, as well as natural language video search (e.g., "Show all vehicles parked in this area between 2 AM and 4 AM"), to optimize operations and safety.

Advantages of Superb AI

Superb AI stands out by offering a holistic and efficient approach to industrial AI:

• Unified Workflow: Eliminates the complexity and inefficiency of using multiple, disconnected tools for data, modeling, and deployment.
• Tailored Performance: Focuses on building custom models from client-specific data, delivering superior performance for unique industrial challenges.
• Accelerated Time-to-Value: AI-powered automation and an intuitive, no-code/low-code interface significantly speed up the entire AI development and deployment process.
• Expert Partnership: Offers professional services and consulting, acting as an extension of the client's team to ensure project success and build in-house AI capabilities.
• Data-Centric AI: Emphasizes the importance of high-quality data, providing powerful tools to curate, clean, and manage datasets, which is the foundation of any successful AI model.

Pricing and Plans

Superb AI offers tailored pricing based on the specific needs of each business. Pricing is not publicly listed and requires contacting the sales team for a custom quote. The plans are structured as follows:

• Superb Platform (Cloud & On-Premise): A custom plan for companies needing a scalable MLOps infrastructure. Pricing is configured based on factors like data volume, user seats, and usage of AI automation credits. The on-premise solution is designed for environments with high-security needs, such as air-gapped networks.
• Superb Industrial Solutions: These are vertical-specific solutions like Video Analytics, Defect Detection, and Edge AI. Pricing is provided upon consultation and is tailored to the specific application and workflow.
• Superb Service: Professional service packages, including Integrated Project Execution and AI Capability Building programs, are available. These are custom-quoted based on the scope of the project and training requirements.