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Deploying a model to Norman is designed to be seamless, even for those without technical knowledge. After you upload your model file, our user-friendly interface will guide you through the necessary steps to define the model inputs and outputs. You can easily configure what input the user should provide, how the model should process that input, and the results the user will receive. This intuitive process ensures your model behaves exactly as intended without needing to write any code on your own.

Norman offers flexibility by supporting multiple upload methods. You can upload a model from your local device, or simply provide a link to cloud storage such as Google Drive or Dropbox. Norman automatically retrieves your model, prepares it for deployment, and ensures that it is ready to serve users immediately. This means you can focus on refining your AI model, while Norman handles the operational complexities of hosting and deploying it.

Moreover, Norman enables rapid deployment across multiple platforms. Once your model is set up, it can be made available on Norman’s website, mobile app, API, SDK, or even through third-party integrations. This comprehensive support means you can quickly put your model in the hands of users across a range of edge devices, such as smartphones, tablets, and laptops.

At present, Norman supports models developed using PyTorch, as well as several model families from the HuggingFace SDK. These frameworks are popular among AI researchers due to their flexibility, robustness, and extensive community support, allowing for a wide variety of models to be integrated into our platform. From natural language processing to computer vision, PyTorch and HuggingFace provide a strong foundation for cutting-edge AI solutions.

In the near future, we plan to expand Norman's compatibility to include TensorFlow, another leading framework that powers many AI applications globally. This will open the door to even more diverse models, allowing developers and researchers who use TensorFlow to benefit from Norman’s versatile deployment and distribution features. We are also working on a feature that will allow model owners to write freeform code, providing even greater control over how their models operate within our ecosystem.

This flexibility positions Norman as a platform that can cater to a wide range of use cases, from individual hobbyists to large-scale enterprises. By supporting popular AI frameworks and offering a clear path to expand compatibility, Norman ensures that the models hosted on its platform are as versatile as the needs of its users.

Using a model on Norman is completely free for personal use, thanks to our unique, cost-effective runtime. This first-of-its-kind technology dramatically reduces our operational expenses, allowing us to provide free access to AI models for non-commercial purposes. This makes Norman an attractive option for individual users, hobbyists, or those looking to explore AI without incurring significant costs.

For businesses and commercial users who need more computational power, Norman offers scalable pricing options. These include several convenient tiers based on resource usage, as well as a pay-per-invocation model for more flexibility. Commercial users can take advantage of these features to run high-demand AI models without worrying about fixed costs, paying only for the resources they actually use.

Pricing details for our commercial plans will be finalized and published closer to Norman’s official launch. Our approach is to provide affordable, transparent pricing, ensuring that organizations of all sizes can integrate AI into their operations while maintaining control over their costs

Hosting your model with Norman is completely free. Unlike other platforms in the market, Norman's innovative runtime keeps models dormant when not in use, ensuring they only consume resources when actively invoked by a user. This allows us to eliminate hosting costs entirely for model creators, providing an efficient and affordable solution unlike any other.

Because this technology is proprietary and exclusive to Norman, all of our competitors are forced to charge model creators for every minute on airtime. This means they creators incur costs for keeping models online even when they aren't being used. Norman is the only platform that can offer a true pay-per-invocation model, charging only the end users when they interact with the models without charging the creators whose models are hosted in our platform.

This groundbreaking approach ensures model creators never have to worry about hosting expenses, making it easier to focus on refining and deploying AI models. With Norman, businesses, developers, and researchers can scale their AI work without the financial strain associated with hosting models on other platforms.

Norman is designed to be accessible to everyone, regardless of technical ability. Our platform is available through a mobile app and in the near future also through a web interface. This means that users can access AI-powered tools and models without ever needing to write a single line of code. Our graphical user interface allows users to select models, provide input, and receive results through a simple, intuitive process.

For businesses or developers who prefer a more hands-on approach, Norman also offers an API and SDK for programmatic access to our platform. This is particularly useful for integrating Norman into existing workflows or for commercial use cases that require more customization. Using our programmatic access is entirely optional, and most users will find everything they need within our user-friendly mobile app and website.

By offering both no-code and code-based solutions, Norman ensures that AI is accessible to a broad audience. No matter how well versed you are in computer programming, our tools are designed to provide you with accessible AI at your fingertips.

Norman is perfectly suited for businesses of all sizes, including small businesses. Our platform provides immediate value, enabling companies to enhance productivity, reduce costs, and save time by integrating AI into their operations. Whether you are looking to automate tasks, improve decision-making processes, or explore new business models, Norman’s diverse range of AI models can help you achieve your goals.

Small businesses often face budget constraints and limited access to technical expertise, which is why Norman’s accessible platform is ideal. With no need for coding and free personal-use models, small businesses can experiment with AI solutions at no initial cost. As your business grows, our scalable pricing tiers allow you to increase usage as needed, without the fear of excessive charges spiralling out of your control.

Moreover, our platform offers industry-specific AI models, making it easy to find solutions that fit your unique business needs. No matter what market vertical your company operates in, Norman’s AI models can help you stay competitive by providing cutting-edge technology that drives results.

Norman is designed to be accessible for everyone, especially if you are simply an individual interested in exploring AI. We host a variety of models that cater to personal use, offering tools that can enhance everyday life, from entertainment and creative projects to productivity improvements and helpful assistance.

Norman's mobile app and web platform make it easy to interact with AI models without any technical expertise. With just a few taps or clicks, you can experiment with cutting-edge AI in a user-friendly environment. Whether you're looking to test an AI model for fun or use it to simplify a task, Norman ensures that personal AI experience is seamless, productive and enjoyable.

Additionally, Norman’s platform allows you to compare outputs from different models, helping you draw insights and conclusions tailored to your needs. By bringing powerful AI models straight to your fingertips, Norman makes AI accessible for personal use, whether for casual exploration or for any other use case.

Our platform is primarily designed as a self-service tool with a highly intuitive interface. The simplicity of the user interface ensures that our users will be able to deploy, interact with, and manage AI models independently, without needing technical assistance.

However, we understand that questions or challenges may arise. In such cases, our support team is available to help resolve any issues quickly and efficiently. You can reach us through the various contact methods listed above, ensuring help is always available when you need it.

For businesses or developers with more complex needs, we also offer tailored support options to ensure that you get the most out of Norman’s capabilities, providing a seamless experience for both individual users and enterprises alike.