Hamadalabs Inc.
StartupOther
- Website : www.hamadalabs.com
- Location : 8F, R18 12 Daewangpangyo-ro 645beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
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
- 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
Video
Business Description
o Revenue Model Creation through B2C / B2B
- Activating a knowledge-sharing service through AI workflow creation and marketplace sharing
- Developing a Python library with WindyFlo to enable users to import workflow addresses like HuggingFace and run workflows locally on their own PCs
- Charging usage fees through a Pay2Use business model when hosting workflows on the WindyFlo platform
o Operation of AI Education Business Centered on SaaS
- As the number of solopreneurs increases, more individual entrepreneurs are seeking to adopt AI in their services
- Aiming to promote and expand WindyFlo by offering AI education through "WindyClass" targeted at such customers, ultimately establishing a virtuous B2C and B2B ecosystem
o Global Expansion and Promotion
- Expansion into four Southeast Asian countries
· Signed business MOU with Blackstorm Consulting in Singapore to secure local partners and developers
· Operating AI education workshops targeting developers and aspiring developer groups in Singapore, Vietnam, Thailand, and the Philippines
· Providing quality IT education using lightweight ML Ops in regions with limited academic IT education, promoting WindyFlo usage, and connecting graduates to AI jobs
Expansion into Japan
· HamadaLabs has conducted initial market research through Tokyo frontend developer meetups, startup centers, investment firms, startup IR meetings, and the Shibuya Center, and has obtained a Japan startup visa
· Selected as an alumnus of Shibuya Startup Support
· Achieved meaningful results through 20 meetings during participation in Climber’s Startup Japan Expo 2024 -Autumn-
· Based on these results, the company is preparing for full-scale entry into the Japanese market and is conducting marketing targeting local companies and stakeholders
- Activating a knowledge-sharing service through AI workflow creation and marketplace sharing
- Developing a Python library with WindyFlo to enable users to import workflow addresses like HuggingFace and run workflows locally on their own PCs
- Charging usage fees through a Pay2Use business model when hosting workflows on the WindyFlo platform
o Operation of AI Education Business Centered on SaaS
- As the number of solopreneurs increases, more individual entrepreneurs are seeking to adopt AI in their services
- Aiming to promote and expand WindyFlo by offering AI education through "WindyClass" targeted at such customers, ultimately establishing a virtuous B2C and B2B ecosystem
o Global Expansion and Promotion
- Expansion into four Southeast Asian countries
· Signed business MOU with Blackstorm Consulting in Singapore to secure local partners and developers
· Operating AI education workshops targeting developers and aspiring developer groups in Singapore, Vietnam, Thailand, and the Philippines
· Providing quality IT education using lightweight ML Ops in regions with limited academic IT education, promoting WindyFlo usage, and connecting graduates to AI jobs
Expansion into Japan
· HamadaLabs has conducted initial market research through Tokyo frontend developer meetups, startup centers, investment firms, startup IR meetings, and the Shibuya Center, and has obtained a Japan startup visa
· Selected as an alumnus of Shibuya Startup Support
· Achieved meaningful results through 20 meetings during participation in Climber’s Startup Japan Expo 2024 -Autumn-
· Based on these results, the company is preparing for full-scale entry into the Japanese market and is conducting marketing targeting local companies and stakeholders