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AI & Enterprise

HCG adds year-end tax settlement AI chatbot to payroll outsourcing service

Human Consulting Group (HCG) said on Wednesday it has introduced a generative AI-based year-end tax settlement chatbot to its payroll outsourcing service. The chatbot is designed to help users resolve tax settlement questions around the clock regardless of time and place. It provides guidance on complex individual cases, including child deductions for dual-income couples, documents for mid-year job changers and rent tax credits.

Industry

Douzone Bizon publishes sustainability management report

Douzone Bizon published a sustainability management report detailing its AI transformation (AX) strategy and environmental, social and governance performance, it said on Monday. The report follows GRI Standards 2021 and reflects some ESRS requirements. Douzone Bizon selected five key material topics, including product and technology innovation, information security and greenhouse gas cuts. It said it maintained zero information breaches and improved D Cloud Center power efficiency.

AI & Enterprise

AI cost concerns surge as OpenAI, Anthropic step up South Korea push

More companies are restricting employee use of AI tools after widely rolling them out, citing rising costs. Amazon, Walmart, Cisco, Uber and Meta are setting usage limits, curbing waste and steering staff to cheaper models as AI agents drive higher computing demand. Interest in low-cost models is growing, with surveys showing Chinese models leading U.S. rivals in token usage. Anthropic opened a Seoul office and OpenAI expanded activities in Korea, including an MOU on AI safety.