Every round on record, with the sources behind each and the investors on them.
A startup specializing in foundation models for tabular data
nums.worldSeoul, South KoreaAIFounded 2026
2 sources · checked 1 time, last 18m ago
Developing: it holds up against its sources so far, and firms up as more reporting lands.
The sources agree on the ₩2 billion second closing and ₩6 billion cumulative total. The sources identify Stonebridge Ventures, SBVA, KT Investment, and Bass/Base Ventures as investors in the earlier initial round, not this closing.
2 sources
Developing: it holds up against its sources so far, and firms up as more reporting lands.
The headline says $2.7M, but the article text says $2.69 million (KRW 4 billion); the article text wins as the more specific figure.; not on the page it cites, so not applied: stage, amount
| Round | Amount | Announced | Lead | Buzz |
|---|---|---|---|---|
| Pre-seed | $1.5M $4.6M to date | 2026-11-04 | not stated | No recent discussion |
2 sources · checked 1 time, last 18m ago [ DEVELOPING ] Developing: it holds up against its sources so far, and firms up as more reporting lands. read against 2 sources The sources agree on the ₩2 billion second closing and ₩6 billion cumulative total. The sources identify Stonebridge Ventures, SBVA, KT Investment, and Bass/Base Ventures as investors in the earlier initial round, not this closing. | ||||
Nums AI builds pretrained foundation models that predict outcomes from tables and other structured data for organizations in sectors such as finance, healthcare, manufacturing and commerce.
Enterprise decisions depend heavily on rows-and-columns data, but the company says conventional forecasting, anomaly-detection and credit-scoring models can take months to build and maintain, while a tabular foundation model can handle such tasks in a single pretrained system. The latest funding brings total equity raised to ₩6 billion, alongside an ₩800 million TIPS research grant, to accelerate Causilo development and hiring as the model ranks first across TabArena's overall, classification and regression evaluations and the company runs projects with clients including InBody.
| Seed [ HISTORY ]: An earlier round, from the company's own announcement, found while researching the company. Checked like any round, but not new, so it stays out of the daily feed and alerts; a date range shows it. | $2.7M | 2026-07-20 | Stonebridge Ventures | No recent discussion |
2 sources [ DEVELOPING ] Developing: it holds up against its sources so far, and firms up as more reporting lands. read against 1 of 2 sources The headline says $2.7M, but the article text says $2.69 million (KRW 4 billion); the article text wins as the more specific figure.; not on the page it cites, so not applied: stage, amount [ BUILT WITH ]·[ SEARCH ]found by Firecrawl search·[ SCRAPE ]2 pages read: en.wowtale.net, finance.biggo.com·[ JSON ]round read into a schema, with the sentence that states it·[ VERIFY ]confirmedchecked against 1 of 2 sources·[ BRANDING ]logo and colour from the homepage·[ AGENT ]company research by the Firecrawl agent | ||||
Also named as backers in company research: TIPS (Tech Incubator Program for Startups)