AI Agents & Hyperautomation Platform: Boosting Business with LLM Orchestration

March 25, 2026 Julia Evans – Entertainment Editor Entertainment

The South Korean Ministry of Small and Medium Enterprises and Startups (MSS) has selected Inorules as a recipient of its ‘Jump-Up’ program, a government initiative designed to bolster the growth of promising mid-sized companies. The announcement, made Wednesday, will provide Inorules with up to 750 million won (approximately $580,000 USD) over three years, alongside support for business strategy development, technology consulting, and investment networking.

The Jump-Up program, launched with a goal of fostering 100 companies annually for a total of 500 by 2029, faced significant competition in its latest recruitment round, with 531 companies applying for consideration – a ratio of approximately 5.3 applicants per selected firm. Inorules’ selection follows a two-month evaluation process focused on growth potential, profitability, and innovation.

Inorules intends to allocate the funding towards research and development of its artificial intelligence technologies and products, investment in Graphics Processing Unit (GPU) infrastructure, and marketing efforts both domestically and internationally. The company’s core focus will be on accelerating its AI agent and Hyper Automation Platform business, with a stated aim of achieving full-cycle automation of insurance processes.

This automation is envisioned to encompass the entire insurance lifecycle, from product development and subscription planning to underwriting, contract management, and claims payments. Inorules plans to leverage technologies including Large Language Model (LLM)-based multi-agent orchestration, Retrieval-Augmented Generation (RAG), and Cognitive Optical Character Recognition (OCR) to achieve this.

According to Inorules CEO In-su Jang, the selection by the MSS represents “official recognition of the technological capabilities and market competitiveness” the company has established. The company plans to expand its automation solutions beyond the insurance sector, targeting industries such as finance, manufacturing, the public sector, and enterprise, utilizing its experience in insurance as a foundation.

The move by Inorules aligns with a broader trend of South Korean companies investing in AI-driven automation. InsWave, another South Korean firm, announced in August 2025 the commercialization of its domestically developed LLM-based AI agent platform, designed to automate the entire software development process. InsWave’s platform allows for AI-driven UI/UX design, backend development, and automated testing, and is designed as a “sovereign AI platform” capable of operating within secure environments.

Further illustrating the growing interest in AI-powered workflow automation, a GitHub repository created by user jangGiraffe, titled “AI-Automation,” compiles various projects utilizing AI agents and LLMs for automating tasks, including a project focused on automating blog post creation. This repository demonstrates a growing community interest in applying AI to complex workflows.

Oracle has also recently integrated an AI Agent Marketplace into its Fusion Cloud Applications, aiming to maximize automation efficiency through LLMs, RAG, and Machine Learning Capabilities (MLC). This move underscores the increasing importance of AI agents in enterprise software solutions.