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LATEST TECH ARTICLES


Speaker ID Without Voiceprints
How per-speaker text signatures lifted overall accuracy from the low 40s to 58% (and to 83% for speakers with history), and the ten plausible ideas we killed with data along the way.


AIOps: From Observability to Autonomous Operations - The Engineering Behind 24x365 Reliability
From high-volume Metric/Trace/Log pipelines to AI and LLM anomaly detection, deployment and operations automation, and SLI/SLO-based 24x365 operations - how TecAce builds AIOps on its own R&D solutions and delivers it on site through FDEs.


Beyond Point AI Solutions: Building an Enterprise AI OS
Enterprise AI OS is the operating layer that runs and governs an enterprise's many AI Workspaces & Agents and business resources under one shared policy. Across AI maturity Levels 0–4, the bottleneck sits between Level 2 and Level 3 — and that line is crossed with an operating system, not a bigger model. Governed Capability Skills, a Security & Policy Harness, a Tool/Resource Gateway, and AI Supervision build a scalable enterprise AI operating foundation that is not tied to a


8 Shadow AI Checks — The AI Governance Checklist Mid-Market Companies Can Run in Two Weeks
Shadow AI was involved in 43% of breach incidents, and 74% of Korean companies name AI as their single largest data security risk. Here is an 8-point checklist a 30–300 person company with no dedicated AI team can run in two weeks.


What Is the Claude Partner Network TecAce Chose?
CCAF (Claude Certified Architect – Foundations) Certification-Based Registration — June 5, 2026 TecAce Software, LTD. (hereafter TecAce) officially joined Anthropic's official partner program, the Claude Partner Network, as of June 5, 2026. The registration follows TecAce engineers earning CCAF (Claude Certified Architect – Foundations), the first official technical certification issued by Anthropic. Below, we cover TecAce's registration alongside the structure of the CCAF ce


TecAce Registers as Official Anthropic Partner… "AI Should Be Put to Practical Use by Small Business Owners Too"
Lee Hansoo, Managing Director of AI Business at TecAce, appeared on Radio Korea's "Northwest Issues in Focus" on the 5th to share this news and introduce the company's business background and know-how in applying AI. TecAce, a Korean American IT company headquartered in Bellevue, Washington, has drawn attention from the local Korean community after joining Anthropic's official partner network. The company recently co-hosted a hands-on AI seminar for Korean American business o


What is a Forward Deployed Engineer (FDE)? — Why TecAce Chooses the 'FDE On-Site Engineering' Approach for AI Transformation Consulting
A Forward Deployed Engineer (FDE, On-Site Engineer) is an engineer who embeds directly within a client's team to understand the actual mechanics of their business. They identify where AI belongs (and where it doesn't) and take full responsibility for building, deploying, and operating production-grade AI on top of existing enterprise systems. Target Audience: Mid-market enterprises looking to adopt generative AI but struggling to move past the Proof of Concept (PoC) phase. •


Transforming Businesses with AI: Insights from the Washington State Korean Business AI Seminar
앤트로픽 공식 파트너 테크에이스가 광역시애틀한인회, 시애틀한국일보와 함께 연 AI세미나에 60여 명이 몰렸습니다. AI를 진짜 비즈니스 도구로 만드는 법을 정리했습니다.


Prompt-Based UI, Document, and Prototype Workflows: Transforming Design with AI
Design is no longer only something you make with a mouse. It is becoming something you shape through conversation with AI. Executive Summary: The Future of Design Conversational design tools like Claude Design are revolutionizing how we approach design. Work no longer begins with a blank canvas. Instead, a user describes their needs, and AI generates the first version. This initial output is then refined through conversation, comments, and direct edits. This shift has the pot


Utilizing AI Translation Solutions in Global Workshops (Offline)
AI translation solution presented through a real prompter Executive Summary This Case Study aims to discuss our in-house developed AI-based real-time translation solution designed to overcome communication difficulties in corporate workshops with a multilingual environment. Although the initial model was built upon the OpenAI API, it faced issues with mistranslating company-specific terminology and employee names. To address this, we integrated our independently developed Co


Verification and AI Agentic Workflow-based Testing: Building a Comprehensive Quality Assurance Framework 2/2
Project Overview The retail chatbot project for a smartphone manufacturer was launched to provide product information, respond promptly to online customer inquiries, and elevate the quality of product consultations. This chatbot goes beyond simple information delivery—it is designed to understand the user’s situation and the flow of their inquiries, offering product recommendations, real-time Q&A, and purchase or promotion guidance. Business Requirements The business goals of


Vertical AI Goes to Work, Physical AI Steps Into the World
— Enough Talk. Time to Move. As of June 2025, AI isn’t just a smart assistant anymore — it’s becoming a real teammate that gets work done . If GPT was the “AI that talks well,” today’s spotlight belongs to Vertical AI — the kind that actually shows up to work, and Physical AI — the kind that can physically get things done. We used to ask: “How smart is this AI?” Now the better question is: “What can this AI actually do for our team?” “Is it just talking, or is it getting th


AI Voice Phishing Prevention Evolution: Innovative Security Solutions from Korean Telecom Giants and Samsung
South Korean telecommunications companies are significantly strengthening their AI-based voice phishing and spam blocking services as voice phishing crimes surge nationwide. With voice phishing damages reaching 311.6 billion won in the first quarter of 2025 alone—a 2.2-fold increase compared to the same period last year—telecom operators are moving beyond traditional passive blocking methods to implement proactive security solutions through real-time AI analysis. Escalating V


Building a RAG-Based Knowledge Base: Using AI Agentic Workflow 1/2
Background & Challenges As customer expectations evolve, companies are no longer satisfied with basic chatbot functionalities. There is a growing demand for intelligent assistants that deliver a high-tech yet personable customer experience. This trend has accelerated the adoption of AI avatars and next-gen virtual agents. From an IT consulting standpoint, while visual quality of avatars matters, the top priority is ensuring the chatbot delivers accurate and trustworthy respon


AI Red Team Testing: Essential Security Strategies in the Age of Generative AI Security: No Longer Optional, But Essential
As of 2025, most companies are adopting their own AI systems, but how many are systematically verifying their safety? According to a recent report by MIT Technology Review, 54% of companies still rely on manual evaluation methods, and only 26% have started automated assessments. This is clearly insufficient compared to the growing threats to AI security. What Is an AI Red Team? An AI Red Team extends the traditional cybersecurity red team concept to AI systems. According to d


Agent AI: The New Digital Talent for Enterprises
In 2025, global enterprises are racing to develop Agent AI systems. No longer satisfied with basic chatbots or rule-based automation, companies are now focusing on autonomous AI agents that can independently identify problems, make decisions, and achieve goals by leveraging various tools—all without human intervention. Agent AI differs fundamentally from traditional AI systems that merely return predefined answers to user queries. Instead, it plans and executes complex workf


🎥 Video Production: The Real Journey Begins Now
In 2025, the video market is going through a huge turning point. Video production, which used to require numerous steps from planning to shooting and editing, has opened a new path called ‘automation’ through AI technology. Now, high-quality videos can be produced with just a few lines of text, without cameras or actors. As the entry barriers to video production are broken down, an era has opened where anyone, from individuals to companies, can easily enter the video content


The Emergence and Controversy of DeepSeek: AI Innovation or a Regulatory Target?
Recently, one of the hottest topics in the AI industry has been the emergence of the large language model (LLM) 'DeepSeek' from China. Released as an open-source model, DeepSeek aims to achieve performance on par with GPT-4 and has quickly gained attention as a new challenger in the global AI market. However, its debut has not been without controversy. Notably, South Korea has moved to prohibit the use of DeepSeek, drawing further attention to the issue. Why is DeepSeek such


Roadmap for AI Adoption in 2025
According to IBM's recent "ROI of AI Report," businesses are accelerating their adoption of AI, with many achieving positive results. This report, based on a survey of over 2,400 IT decision-makers worldwide, explores the impact of AI on business. It examines the purposes behind AI adoption and outlines the directions companies should take beyond 2025. Current Trends in AI Adoption: Why Are Businesses Embracing AI? The report reveals that as of 2024, 85% of businesses are imp


AI Design Trends and the Future of Design in 2025, as Shared by an AI Design Specialist
A virtual image created by TecAce AI Design Specialist using Midjourney. High-quality images can be produced through sophisticated prompts. Insights on Global AI Applications and Design Innovation The rapid advancement of AI technology is fundamentally changing the way we understand and utilize technology. In particular, 2025 is expected to be the year when AI will take center stage in various industries and everyday life. In this article, we will take an in-depth look at the
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