Four businesses, one team
Centered on AX transformation — plus development, our own products, and industry websites. One team from diagnosis to operations.
500 AI Factories, 2.8% Enterprise-Wide Use: Manufacturing AI's Bottleneck Isn't the Model, It's Data Circulation on the Floor
With the government's June 'Manufacturing AI 2030 Strategy' targeting 500 AI factories by 2030, NIA data shows that 83.5% of manufacturers using AI confined it to department or project-level use, while only 2.8% achieved enterprise-wide adoption. This piece examines why companies should check equipment connectivity, data quality, and pre-implementation baselines before choosing a solution.
Token Prices Are Falling, So Why Do AI Costs Keep Rising? Gartner's 'Inference Paradox'
Gartner forecasts that AI inference costs will surge more than fivefold by 2028. Gartner calls this phenomenon—where overall costs explode even as per-token prices fall—the 'Inference Paradox.'
OpenAI Introduces 'Computer History' to ChatGPT for Mac — Recording and Remembering App and Web Activity, with Enterprise Requiring Admin Approval First
On the 14th (local time), OpenAI introduced 'Computer History' to the ChatGPT desktop app for Mac, which records users' app and website activity for use in future conversations and tasks. The feature is opt-in and disabled by default; in business and enterprise workspaces, administrators must enable it before individual users can consent, and the resulting memory files remain on the Mac in plain-text Markdown until deleted.
Frequently asked questions
What services does TECH2030 offer?
Centered on designing and building enterprise AI transformation (AX) — plus custom development (web, app, systems), our own products & SaaS, and industry-specific websites for moving, cleaning, and interior businesses, all from one team.
How long does a typical project take?
It depends on scope, but landing pages and websites usually take 3-6 weeks, while full web/app products take 8-16 weeks. We confirm milestones and the schedule together at kickoff.
How is pricing determined?
Pricing is based on feature scope, design complexity, integrations, and whether you need ongoing operations. Share your requirements and we'll provide a quote after a free consultation — no-quote meetings are welcome too.
Do you work with overseas clients or multilingual projects?
Yes. We communicate in Korean, English, Japanese, and Chinese, and work with clients in South Korea and worldwide.
Do you provide post-launch operations and maintenance?
Yes. Launch is just the beginning. We stay on for growth through GA4, A/B testing, and SEO, plus monitoring and continuous improvement.
In what order does an AX program proceed?
Assessment confirms target tasks and data; design fixes the roadmap and architecture; a pilot is built and validated in real work; and it ends with rollout, in-house adoption, and training. Each stage leaves a deliverable.
How are AX cost and timeline determined?
They depend on task scope, data readiness, number of systems to integrate, security requirements, and the extent of adoption support. We quote stage by stage after reviewing requirements, and assessment can be run on its own first.
What is included in the industry website base package?
Industry-specific inquiry/booking forms, pricing and service info, reviews and cases, map/phone/KakaoTalk integration, mobile responsive layout, and basic SEO setup. Additional features are added as custom options.
What kind of company is TECH2030?
Founded in 2003 and based in Seongbuk-gu, Seoul. Our flagship is designing and building enterprise AX transformation; one team also handles custom development, our own products & SaaS, and industry websites for moving, cleaning, and interior businesses.