● Revolutionary AI Shift Transforms Industry Amid Digital Turmoil
SK Innovation’s Journey of Innovation: From ML to Agentic AI Through Business-Driven Transition Strategies
This article analyzes SK Innovation’s AI transition strategy and the process of building a business-driven agentic AI system in line with global economic trends and digital transformation. Through the case of SK Innovation overcoming the limitations of machine learning (ML) and developing generative AI and autonomous intelligent AI, you can see content that reflects top SEO keywords such as AI innovation, technological advancement, industry change, digital transformation, and global economy.
1. Limitations and Issues of Traditional Machine Learning
SK Innovation initially introduced ML to achieve cost reduction and increased efficiency through refining, oil, and process optimization.
However, there have been difficulties in processing unstructured data (safety reports, CCTV footage, voice logs), limitations in connecting domain knowledge, and the inability to derive execution strategies solely from predictions.
Additionally, it has exposed the limitations of the existing SI (system integration) approach, such as increased operational complexity, lack of system scalability, and inefficiency in updates, highlighting the need for digital transformation driven by technological advancement.
2. Gradual Evolution to Generative AI and Agentic AI
Starting with the transition to Azure Cloud, SK Innovation laid the foundation by building infrastructures such as data lakes and the Meros platform.
Based on this, SK Innovation quickly established generative AI platforms such as general-purpose conversational AI (chatbots), in-house capture services, and Auto RH, adding information retrieval and automation features.
Recently, an agentic AI platform has been introduced that allows business users to develop and operate AI independently, evolving to a stage where AI can recognize situations and autonomously make decisions, moving beyond simple support.
3. Business-Driven AI Transition Strategy and Autonomous Evolution
SK Innovation has expanded its existing ML operation model to allow for the direct development of AI automation tools in a no-code/low-code environment.
Business departments utilize AI tools to automate repetitive tasks such as email, document summarization, translation, and classification, thereby maximizing productivity and work efficiency by establishing workflows.
Furthermore, the company has established a centralized management system and MCP gateway for security and cost control, enhancing the foundation for AI innovation and digital transformation through company-wide AI literacy training and cultural cultivation.
4. The Future of Agentic AI and Sustainable AI Innovation
The business-driven agentic AI transition strategy focuses on establishing execution strategies that reflect real-time data and organizational experience, not just simple technical support.
This is considered an important turning point for SK Innovation as it complements existing SI approaches to directly reflect the needs of the business and build a sustainable AI operation environment.
The stage of autonomous intelligent AI, where AI identifies goals and independently combines necessary tools to create various workflows, is expected to greatly impact future global economic and industrial changes.
5. Implications of the SK Innovation Case
The business-driven AI transition is not just about introducing technology; it is a key strategy that drives the digital transformation culture and AI innovation across the organization.
From SK Innovation’s journey, it is evident that when the organization responds agilely to changes in technological advancement and global economic competition, and when business and IT collaborate closely, a more powerful synergy effect can be achieved.
Through this, companies can overcome the limitations of technology and achieve sustainable growth and innovation through autonomous and intelligent systems.
SK Innovation implemented a generative AI and business-driven agentic AI transition strategy to overcome the challenges in processing unstructured data and connecting domain knowledge after the initial introduction of machine learning.
By building Azure Cloud, data lakes, and automation tools, they have addressed the limitations of existing SI methods and established an ecosystem where businesses can directly develop and operate AI.
This strategy is regarded as a key example of driving AI innovation and technological advancement in the era of global economic competition and digital transformation, marking an important turning point toward the future of autonomous intelligent AI.
[Related Articles…] SK Innovation’s Successful AI Transition Strategy | Business-Driven Digital Transformation Innovation Case
*Source: [ 티타임즈TV ]
– 현업 주도형 에이전틱 AI 전환 전략을 세우기까지의 여정 (이정훈 SK이노베이션 데이터플랫폼팀 팀장)
● Economic Turmoil Sparks Global Crisis
Sora2 Complete Conquest! All about Innovative Shorts Content Production with AI Video Generation and Prompt Generator
Preview of Key Content
We have organized in detail how to create shorts content using the various functions of the AI video generation Sora2 and the dedicated prompt generator for SORA2.
This innovative tool reflects global economic forecasts and the latest AI trends, providing a glimpse into the future of economic value creation and digital content production.
In particular, we will explain in detail aspects that are not well covered in the market, such as audio and background music processing within videos, production of Korean text, and prompt writing know-how.
This article guides you through all stages, from the approach of Sora2 to actual generation examples and prompt structuring strategies, so please pay attention until the end.
Main Features and Characteristics of Sora2
Sora2 is an AI video production tool that allows anyone to easily create high-quality videos of 10-15 seconds in length.
With just one prompt input, it automatically generates voices, background music, sound effects, and Korean text, enabling the creation of shorts content without any separate shooting.
Professional users can utilize various convenience features such as landscape/portrait video conversion, resolution options, and draft saving functions to complete more refined videos.
In particular, the ‘Cameo’ feature provided during prompt input allows users to select famous personalities to create natural video effects, distinguishing it from other tools.
Access, Interface, and Detailed Usage Guide
It is available as both a web-based access and an application, making it easy for smartphone users to access on both iOS and Android.
The web access method through Chrome browser does not require any app installation, ensuring excellent accessibility.
The Sora2 interface is structured similarly to popular social media mobile apps, incorporating social features such as ‘Follow’, ‘Like’, ‘Remix’, and ‘Share’, enhancing the user experience.
How to Input and Utilize Prompts
Since Sora2 creates videos simply by inputting photos or prompts, prompt writing is crucial.
In addition to the basic prompts, we provide structured prompts and the Korean video prompt generator for free based on the Sora2 prompt guide from OpenAI, allowing beginners to easily access the tool.
By entering a single line of prompt text, dialogues, sound effects, and storyboard images can be systematically reflected, ensuring high quality in shorts content production.
In actual examples, you can see that natural broadcast-like videos are generated with just a person’s photo and minimal prompts, without the need for a camera.
How to Use SORA2 Dedicated Prompt Generators
The two types of prompt generators consist of structured video prompts and Korean video prompts, allowing users to choose according to their desired content style.
The structured prompt generator automatically enhances the details for a more natural video storyboard after entering standardized text.
The Korean video prompt generator is particularly enhanced for processing Korean dialogues and text, showing great usability in advertisements and promotional videos.
Videos produced in this way reflect the trends in digital content production and AI content production across the economy, connecting to global economic forecasts and the latest AI trends.
Market and Future Outlook, and Economic Ripple Effects
AI video production tools like Sora2 significantly reduce existing filming costs and personnel burdens, contributing to economic value creation.
From the perspective of global economic forecasts, it has positioned itself as a core element of rapid digital transformation and the Fourth Industrial Revolution, causing significant waves in the content market and advertising industry.
The spread of AI content production and shorts content creation provides new business opportunities not only for related industries but also for small and medium-sized enterprises and individual creators.
In particular, the low-cost and high-efficiency characteristics of Sora2 maximize economic advantages and are evaluated as an important case reflecting the latest AI trends rapidly emerging in competitive markets.
Summary
Sora2 is an AI video production tool that automatically generates voices, music, sound effects, and Korean text with just a prompt input.
Access and interface are conveniently accessible on both mobile apps and the web, and it includes social media functionalities to enhance user experience.
It offers structured prompts and a Korean video prompt generator for free, supporting easy production of shorts content.
This innovative technology reflects global economic forecasts and the latest AI trends, heralding new changes in economic value creation and the digital content market.
[Related Articles…]
Future Outlook of AI Video Production
Analysis of Shorts Content Production Trends
*Source: [ AI 겸임교수 이종범 ]
– 소라2 완전 정복! AI 영상 생성으로 쇼츠 콘텐츠 만들고 SORA2 전용 프롬프트 생성기까지 무료 공개
● Booming Economy, Innovation Surge
Key Tips for Correcting Handwriting – Escaping an Elementary School-like Style and Meeting Global Innovation Standards
Today’s article summarizes the ‘writing correction tips that can change your life in an instant’ learned from the video by author Kim Sang-hoon in a news format.
It discusses the importance of balance, spacing, and speed control in each letter, delivering the message that just as the global economic outlook and AI trends suggest innovative changes, our small daily habits can also be transformed.
Moreover, it highlights how minor changes discovered across the economy, similar to the trends of the Fourth Industrial Revolution, can lead to remarkable advancements in our handwriting with structured review and practice.
1. The Basic Principles of Handwriting and Problems Caused by Hasty Writing
Author Kim Sang-hoon identifies three main problems that occur when writing hastily.
First, the corners that need to be turned become blurred, making the core angles unclear, which gives the reader a ‘carelessly written feeling’ akin to imprecise economic projections.
Second, the ends of the strokes become messy, disrupting balance, which is as critical as missing the finer details when analyzing innovative AI trends.
Third, a lack of spacing and letter spacing leads to an overall congested and cramped appearance.
Understanding the basic structure of our handwriting and developing a habit of continuous inspection, similar to the subtle changes in global economic flows, is necessary.
2. Correction Tips and Practical Practice Strategies
The video details how to adjust the ratio between initials, vowels, and finals.
Just as vowels embrace consonants, reflecting stability and ease in the economy, they should be written larger than consonants to achieve overall harmony.
For instance, aligning the finals to the right to maintain overall balance evokes an image of how new technologies of the Fourth Industrial Revolution integrate smoothly into existing systems.
Additionally, practicing adjustments in the size and spacing of complicated structures like double-pronounced consonants is akin to the fine-tuning found in AI analysis.
Much like the practical strategies of a seasoned instructor with ten years of experience, consistent practice and small habit changes are the shortcut to overcoming poor handwriting.
3. The Importance of Writing Tools and Style Improvement Tips
The writing tools used when writing are also very important.
Pencils are suitable for beginners as they allow for easy control of pressure through natural friction, similar to laying a foundation in an unstable global economy.
In contrast, the slippery nature of ballpoint pens makes fine control difficult; hence, they are best used after mastering basic handwriting techniques.
Furthermore, choosing the right notebook is crucial; notebooks with many assistive lines, such as those designed for learning Korean initial and final consonants or English notebooks with clear rules, can be very helpful.
All these tips not only serve simple correction purposes but also bring about smart changes in our lives, similar to how innovative AI trends improve existing work methods.
4. The Importance of Consistent Practice and Ways to Implement It in Daily Life
Author Kim Sang-hoon emphasizes the habit of writing for at least five minutes a day.
Whether writing down the day’s tasks in the morning or journaling at the end of the day, repetitive practice can lead to dramatic changes.
This continuous effort aligns with the steady innovative growth observed in the economy and the Fourth Industrial Revolution.
The process of replacing bad habits with good ones tends to yield far stronger effects in the long term than short-term changes.
Summary
This systematically summarizes the handwriting correction tips learned from author Kim Sang-hoon’s video.
Hastily written handwriting blurs angles and lacks proper spacing and ratios, reducing readability.
By paying close attention to the balance of initials, vowels, and finals, as well as the positioning of finals and tool selection, handwriting can be improved.
Consistent daily practice is effective, like the principle of small changes leading to significant innovation in the Fourth Industrial Revolution.
This conveys the message that, keeping in mind keywords like economic outlook, global economy, AI trends, Fourth Industrial Revolution, and innovation, we can improve our daily habits.
[Related Articles…] Latest Economic Outlook News | AI Trend Analysis
*Source: [ 지식인사이드 ]
– 나이 50에 애같은 글씨, ‘이것’만 알면 반드시 고칩니다 (김상훈 작가 1부)
