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When the State Pays the Chatbot Bill, What Do Korean AI Products Sell?

Published: 2026-09-06

Everyone's AIKorean Foundation ModelsAI AgentsGovernment AI BudgetMessenger Distribution

In short

Korea picked SK Telecom, Kakao and KT to run a free national chatbot. Of next year's 250 billion won, 50 billion wires in outside services.

Mr. Latte's take

Once the state makes general-purpose chat free, anyone charging for that layer loses the ground under their pricing. But the fact that a line item exists for connecting outside services does not by itself make this an open market. If onboarding hardens into review and contracts, the familiar names go first, and only a one-page spec leaves room for a two-person team. The budget is settled, the door is not, and the integration format due in October decides which it is.

The Storefront Opening in Korea Is Not an App Store

On August 28 Korea’s Ministry of Science and ICT selected three consortiums, led by SK Telecom, Kakao and KT, to build the Everyone’s AI project. Six proposals had been submitted. The announcement also described where each group intends to put the service. Kakao said it would use the messenger people already open every day as the entry point, combining a general chatbot and AI agents in one place. SK Telecom described an execution layer that takes a single request through planning, action and confirmation. KT said it would fold search, comparison, public service execution and follow-up management into one continuing conversation.

The common thread is a channel that requires no install. Kakao’s own release the same day named exactly two touchpoints: KakaoTalk and the telephone. The partners it listed include LG Uplus, LG AI Research, LG Electronics, LG CNS and Kakao Enterprise, alongside Seoul National University Hospital, Shinhan Bank, Lunit, Crowdworks, FuriosaAI, Jobis and Villains, Day1 Company, Wonderful Platform and Workspear. That is not a pure incumbent lineup.

The dates differ by document. Kakao’s release said a beta in September and a full launch inside the year. At the September 4 kickoff briefing, the schedule presented was a closed beta in October and a full launch inside the year. October is the month to watch. That is when the actual screens leave the building.

Next Year’s Budget Splits Three Ways

The shape of the money tells you what kind of program this is. The government has set 250 billion won for Everyone’s AI next year, divided into three parts.

170 billion won goes to securing GPUs, roughly the cost of renting 2,000 Nvidia B200 cards. 30 billion won covers consortium operating expenses for systems and service reliability, split evenly at 10 billion won per group. The remaining 50 billion won expands the agent layer: public AI agents, personalized search and related work.

This year’s support sits outside those numbers. According to the selection announcement, the government is providing 512 B200 GPUs this year across all three operators combined. The gap between 512 and 2,000 is the growth curve. Next year’s figure is a budget line, and budgets in Korea are finalized by the National Assembly.

The 50 Billion Won Line Points Outside the Consortiums

Of the three lines, the last one matters most to founders. Its stated use includes connecting services built by outside companies into the three platforms.

Read plainly: a company that lost this bid, or never entered it, still has a budgeted path to putting its own agent on top of these platforms later. The Kakao lineup already shows the pattern, mixing medical AI, data labeling, AI silicon, tax filing and education companies under telecom and platform leads. The prime contractors run the pipe. Other companies build what travels through it.

What the published documents do not yet say is how that connection opens. Only the line item and the amount are confirmed today. The useful preparation before a call for participation appears is to break your product into units that can be invoked by a single conversational request.

No Competition, and Also a Usage Based Split

At the September 4 briefing, Bae Kyung-hoon, deputy prime minister and minister of science and ICT, said the ministry would not push the consortiums to compete with each other. In the same session, AI policy director general Kim Kyung-man said that from March next year the ministry will review usage by consortium and allocate more budget to whichever has more subscribers and activity.

Both statements came from the same event on the same day. The first means none of the three gets cut mid-program. The second means the 170 billion won of GPU capacity follows the scoreboard. Each of the three has set a year-end user target of 5 million.

For anyone choosing which platform to attach to, those two sentences are operational information. Betting on one platform ties you to its March result. When the integration spec is published, the first thing to check is whether you can ship to all three.

Pricing Power Moves Off the General Chat

The premise of this program is that a general purpose AI chatbot is available with no cost and no usage cap. Any Korean product that sells general conversation itself by subscription will sit next to that free option from the end of this year. Defending a price on answer quality alone does not last long against a competitor whose GPU rental is paid by a ministry.

The paid ground that remains is off the general chat. Work that only produces an answer when connected to internal company data. Work that runs through approval and sign-off. Work where a contract has to name who is liable when the output is wrong. A universal citizen service is a poor fit for all three.

October’s closed beta is the first look at how the three platforms admit outside services into a conversation. The thing to watch is not how well the chatbot answers. It is whether the integration spec ends at a document, or runs through review and a signed agreement. That format decides where the 50 billion won goes.