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WindyFlo

Year of Production
2024

Video

Summary

• Service Overview

HamadaLabs Inc. has developed WindyFlo, a no-code block-based AI function authoring SaaS solution, which serves as a platform that efficiently supports the building and serving of AI models. This service enables users, even with minimal programming knowledge, to create and automate AI models using a block-based no-code interface, making it easier for businesses and developers to adopt AI.

• Performance and Key Features

No-Code Block-Based AI Model Creation and Serving
· Utilizes a GUI with a no-code block structure, allowing users to build AI models through drag-and-drop assembly
· Enables intuitive execution of data processing, model training, deployment, and serving of AI models

AI Model Serving and Auto-Optimization Functionality
· Provides AI models in the form of APIs and automatically selects the optimal model based on user requests (under development)
· Supports integration with various AI models such as AWS BedRock, OpenAI GPT, Anthropic Claude, Ollama, enabling the creation of diverse AI functionalities
· Optimized for serving AI models in cloud environments with minimal cost and resource usage

• Core Technologies

No-Code Block-Based AI Model Construction
· Traditional AI model development requires complex programming, forming a high entry barrier, especially for companies or developers without prior AI experience. WindyFlo provides a no-code block interface that allows users to create AI models via drag-and-drop

AI Model Serving and Auto-Optimization Technology
· Conventional AI model serving requires a complicated process of deploying models individually after training. WindyFlo simplifies this by providing model serving and API distribution functions
· Model optimization through integration with OpenAI and other LLMs
· AI models are delivered via APIs

• Impact and Benefits

70% Reduction in AI Development Time: While traditional AI model development takes over 6 months, WindyFlo enables model building within 1 month (*based on internal PoC results)

Multi-LLM Integration and Optimization: Provides top-tier AI performance through integration with LLMs such as AWS BedRock, OpenAI, and HuggingFace

Rapid Technology Adoption: Created AI models can be exported as APIs and immediately implemented into user services

Cost and Time Savings: Reduces labor and infrastructure costs for AI development by over 70% on average (*based on internal PoC results)

Enhanced Usability: The intuitive block-based interface allows for quick design and deployment of AI models

Company Profile

Hamadalabs Inc. Logo

Startup Other

Hamadalabs Inc.

o Item Overview

- HamadaLabs Inc. has developed WindyFlo, a no-code block AI creation SaaS solution, providing a platform that efficiently supports the construction and serving of AI models. This service enables users with limited programming knowledge to create and automate AI models in a block-based no-code manner, helping businesses and developers easily adopt AI.

o Performance and Key Features of the Item
- No-code Block-based AI Model Creation and Serving
· Utilizing a no-code block-type GUI, users can create AI models by connecting blocks through drag-and-drop as if assembling components
· Allows intuitive execution of data processing, model training, deployment, and serving by easily creating AI models

- AI Model Serving and Automatic Optimization Function
· Provides AI models in API form, automatically selecting the optimal model based on user requests (in development)
· Supports integration with various AI models (AWS BedRock, OpenAI GPT, Anthropic Claude, Ollama, etc.) to create diverse AI functionalities
· Optimized to serve AI models in a cloud environment with minimal cost and resources

o Core Technologies of the Item
- No-code Block-based AI Model Construction
· Traditional AI model development methods require complex programming, forming a high entry barrier for companies or developers without AI development experience. WindyFlo supports users in creating AI models through a drag-and-drop approach by providing no-code block AI models
- AI Model Serving and Automatic Optimization Technology
· Conventional AI model serving requires a complicated process of individually deploying models after training. WindyFlo supports easy operation of models through AI model serving and API deployment features
· AI model optimization
· API-based AI model provisioning

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