The Day After You Miss the National Team: Konan Technology and the Shadow of Sovereign AI

The biggest event in Korean AI policy in 2025 was the selection of the “national AI team”: five elite teams — Naver Cloud, Upstage, SK Telecom, NC AI, and LG AI Research — chosen for the government’s Independent AI Foundation Model project, with GPUs and budget to follow. The clearest specimen of what happens to the stocks of companies not on that list is Konan Technology (KOSDAQ 402030).

When the cut was confirmed, the stock fell 31% in sixteen trading days, from 39,000 to 27,000 won. A year later, on July 24, 2026, it trades at 10,890 won — down 72% from its 52-week high of 38,500, with the 52-week low of 10,010 in sight. Market cap: 136.3 billion won.

The company is worth dissecting because sovereign AI remains one of the most powerful themes in the Korean market in 2026. Everyone knows the beneficiary list. Nobody writes up what happens to the runners-up.

What Konan actually does

Founded in 1999, Konan Technology survived more than two decades on search and text-analytics software. Its enterprise search engine, Konan Search, is the original core business; when SK Telecom became the second-largest shareholder in 2022, the pivot to AI accelerated. It built its own LLM — Konan LLM — won Korea’s first generative-AI deployment for a public institution, and recently unveiled a new Konan LLM model with reinforced agentic AI.

So this is not a company that merely swapped its signboard, Nable-style. There are products, public-sector references, a telecom strategic shareholder. The problem is the size of that substance — and the funding that sustains it.

The numbers — record revenue coexisting with a fourth year of losses

Metric	Value	Note
2025 revenue	33.98bn won (+29%)	Highest since founding
2025 operating loss	−9.87bn won	4th straight year (−4bn → −11bn → −14.1bn → −9.9bn)
Share price (Jul 24)	10,890 won	52w range 10,010–38,500
Market cap	~136.3bn won
P/B	~6.5x	BPS 1,676 won
Rights offering (Oct 2025)	Planned 29bn → actual 18.8bn won	Cut 39% by the falling stock; SKT sat out
Largest shareholder	Young-Sum Kim, 36.73%	As of 2026.4.30

The 2025 revenue of 33.98 billion won, up 29%, was the highest in company history. But as the same article notes, it includes 7.48 billion won recognized at once from a military finance-agency system project running since 2022. Strip that out and the perceived growth shrinks sharply. “Record revenue, but earnings sustainability is the homework” — the headline is the accurate summary.

The loss trajectory is directionally improving — from −14.1bn won in 2024 to −9.9bn in 2025, a 30% reduction. But four years of accumulated operating losses total roughly 39 billion won, and that leads straight to the funding story.

The real cost of missing the cut was fundraising power

Missing the national team hurts not for its symbolism. For a loss-making growth company that funds itself through its stock, falling out of the theme means the collapse of its financing terms. Konan walked precisely that path. When the board announced a rights offering in July 2025, the stock fell 13% that day; after the cut, the slide shrank the raise from a planned 29 billion won to 18.8 billion — down 39%. Even SKT, the second-largest shareholder, declined to participate.

SKT’s absence is, I think, the heaviest signal in this case: a strategic shareholder accepting its own dilution rather than adding capital. By year-end came reports that even the CEO’s personal contribution was insufficient to resolve the cash crunch. When a company losing about 10 billion won a year raises 18.8 billion, the market’s next calculation is a single question — how many quarters does this buy?

What remains, in fairness

Losing the selection is not the death of the business. Sovereign AI budgets flow not only to the elite five but into individual public-sector generative-AI deployments — a procurement market where Konan already holds references. The cash-generating search-and-analytics core still exists. And the project door isn’t fully shut: Motif Technologies joined the elite teams in February 2026.

Reasons to take it seriously. Two decades of real product and public references; a telecom shareholder as a distribution channel; a narrowing loss (−14.1bn → −9.9bn); and a price 72% off the high. The structural growth of public generative-AI procurement favors Konan.

Reasons for skepticism. Four straight loss years, with real growth uncertain once one-off recognition is excluded. The finite time bought by a shrunken 18.8bn won raise. The shareholder signal of SKT’s absence. A P/B of 6.5x — even after this decline, it is not cheap on assets. Above all, the very force that drove this stock up — theme inclusion — has become a tag pointing the other way: runner-up.

Checkpoints that actually change the picture. (1) Quarterly revenue growth net of one-off recognition, verifiable in 2026 filings; (2) continued loss reduction or the appearance of a profitable quarter; (3) new disclosed public generative-AI contract wins — with amounts; (4) defense of the cash balance. In my personal framework, Konan stays on the watch list until (2) and (4) are confirmed together — and even then, the purpose of watching is less “turnaround” than “verifying the conditions of survival.”

In the Nable case study I wrote that in small caps, the AI label is a liquidity event. Konan is that proposition’s cruel corollary. When the theme chose the company, the stock rose regardless of its merits; when the theme dropped it, the financing terms collapsed regardless of its needs. Sovereign AI remains a powerful theme in 2026. What this chart testifies is that getting onto the theme’s beneficiary list and sustaining a business off the theme are entirely different games.

Nothing in this article is financial or investment advice. All figures come from public data as of July 24, 2026, may contain errors, and must be verified against primary disclosures before any decision. The author holds no position in any security discussed.

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