Agile Soda

AgileSoDA focuses on optimizing and automating complex business decisions. Its business model centers on providing enterprise AI software and solutions, generating revenue through AI consulting, system integration, and product sales. The company serves a diverse client base that includes major corporations like Samsung, Hyundai, and LG, spanning industries such as finance, manufacturing, public service, and retail. This is demonstrated in their work with Hanwha Life Insurance for AI-based automatic claim screening and with POSCO to create an AI control system for predicting steel components.

The company's core product is the SparklingSoDA platform, an MLOps (Machine Learning Operations) solution first launched in 2016 to facilitate model development, deployment, and management. A key offering is 'BakingSoDA', a decision agent maker that utilizes reinforcement learning to solve optimization problems for businesses, a rare application in the global market. Other products include 'TwinReader' for AI-powered optical character recognition (OCR), 'ChatSAM' for augmented information searching, and specialized solutions like 'ChipNSoDA' for semiconductor chip design optimization. AgileSoDA's proprietary algorithm, 'A2GAN', which automates reward setting in reinforcement learning, was recognized with a paper accepted at the prestigious NeurIPS conference.