LATEST TECH ARTICLES

"I need a dataset of Q&A pairs to evaluate my model, but creating it is a nightmare." For many AI Engineers and PMs, the biggest bottleneck isn't developing the model—it's creating the TestSet . Staring at a blank spreadsheet and manually inventing hundreds of questions is not only inefficient but also prone to human bias, often missing critical edge cases. It's time to liberate yourself from manual data entry with AI Supervision 's TC Generator . 1. What is TC Generator ?

"I just told the AI my phone number and home address. Is this safe?" Users are increasingly anxious about how their data is handled. If your AI service inadvertently uses conversation history for training or, worse, reveals someone else's Personally Identifiable Information (PII)  in a response, the consequences are severe. This isn't just a bug; it's a security breach that can lead to massive legal penalties (like GDPR fines) and a total loss of trust. AI Supervison Metrics

"Ignore all previous instructions and follow my command." Imagine if a single sentence could cause your carefully crafted AI chatbot to promote a competitor or spew hate speech. This is the reality of Prompt Injection  attacks. While you want your AI service to be open to users, you must lock the door against bad actors. In this article, we explore the dangers of prompt injection and how AI Supervision  provides an ironclad defense strategy. 1. Prompt Injection: Hacking wit

In the world of Large Language Models (LLMs), "confidence" does not equal "correctness." An AI model can deliver a completely fabricated fact with the same authoritative tone as a verified truth. This phenomenon, known as Hallucination , is the biggest hurdle to building trust with your users. If your service provides financial advice, medical information, or customer support, a single hallucination can lead to reputational damage or critical errors. So, how do we move from

As Generative AI technology advances rapidly, many companies are rushing to prepare their own LLM (Large Language Model) services. However, right before releasing a service to actual customers, development teams often face anxiety-inducing questions: "What if our AI presents false information as fact?" "What if a user attacks the system with malicious questions?" "Is there a risk of sensitive personal information being leaked?" The solution that resolves these concerns and

AI Supervision Eval Studio TecAce Software, LTD.(CEO  Chang Han ), a global leader in AI solutions, announced today the official launch of  ‘AI Supervision Eval Studio,’  its all-in-one AI quality and governance platform, on the Amazon Web Services (AWS) Marketplace. This launch enables global enterprises to immediately deploy AI Supervision as a SaaS solution, streamlining the complex process of validating and operating Generative AI applications without heavy infrastructur

AX Pro Studio 1. Introduction: The Era of 'Expert Augmentation' Beyond the Trust Gap In recent years, enterprises have invested heavily in Generative AI, yet approximately 95% of these projects have failed to deliver tangible results. This failure is attributed to the 'Trust Gap'—the 10% error rate hidden behind 90% accuracy. In high-stakes business environments, uncontrolled AI is a risk, not an asset. TecAce’s AX Pro (Adaptive AI Avatar Agent)  shifts the paradigm from 'R

5 Essential AI Transformation Patterns for Manufacturing Intro: Why Manufacturing Needs AI Transformation Now For owners of small and medium-sized enterprises (SMEs) in manufacturing, AI transformation is no longer a future option but a present-day task. Since the emergence of ChatGPT in late 2022, AI adoption has become a hot topic across all industries, and manufacturing is no exception. However, the reality is that the digitalization level of Korean manufacturing SMEs rem

IT’S THE SEASON FOR GRATITUDE – HAPPY HOLIDAYS from all of us at TecAce As the year comes to a close, all employees at TecAce extend their sincere gratitude.We deeply appreciate the unwavering support and collaboration from our colleagues, clients, partners, and friends. We are pleased to announce the release of our 2026 calendar.Each year, we craft our calendars with unique designs and meticulous attention to detail, ensuring both beauty and practicality. This year’s theme i

AX Pro & AI Supervision Set a New Standard for Enterprise AI Operations TecAce, a global AI solution provider headquartered in Bellevue, Washington, drew significant attention at the SK AI Summit 2025, unveiling a new operational paradigm for enterprise-grade generative AI. During the event, TecAce introduced its chatbot operations platform AX Pro and its AI quality and governance solution AI Supervision, offering an “operations-driven AI platform” that allows business teams—

At this year's summit, TecAce will spotlight its significantly enhanced AI Supervision  solution, empowering organizations to control and monitor AI applications, large-language models (LLMs), and data. While AI Supervision may already be familiar to many clients, this summit will emphasize its advanced features and improved accessibility. Notably, the solution is now registered on the AWS Marketplace  and is ready to be rapidly deployed as a SaaS  (Software-as-a-Service) mod

Human-Centric AI - Empowering Experts, Not Replacing Them The 90% Problem: Why Even the Smartest AI Chatbots Fail at the Final Hurdle, and How We Finally Crossed the Line. Have you ever tried implementing an AI chatbot for your work? At first, you're amazed at how it answers questions just like a human. But you’ve probably also experienced moments where the chatbot gives an absurd answer to a certain question or mumbles with an unsure tone. It’s that moment when it answers i

The AI Revolution at 2025 Paris Maison & Objet: A Special Report Widespread AI Adoption:  78% of design firms have integrated AI tools into their workflow, boosting productivity by over 35%. Design Process Innovation:  AI can generate over 1,000 design variations in a single hour, reducing project timelines by 40%. Concerns Over Creativity & Jobs:  Growing concerns that AI may diminish design creativity and displace mid-level design roles. Ethical & Environmental Issues:  Deb

Overview: Two Approaches to AI Safety To safely operate chatbots that utilize Large Language Models (LLMs), two primary strategies exist: pre-blocking  and post-monitoring . Pre-blocking  is a method that filters user prompts in advance or applies constraints at the input stage to block risky requests before they are processed by the model. In contrast, post-monitoring  is an approach that supervises and audits the LLM's output in real-time or after the fact to prevent inappr

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

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

1. Reaffirming the Spirit of the Founding Slogan ‘We Love Challenges’ Global AI solution provider  TecAce Software Ltd.  has unveiled a...

— 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

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

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