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Numz AI secures 4 billion won for structured data foundation model development, led by Stonebridge Ventures. Participation includes SBVA and KT Investment.

PRIVATEJul 20, 2026

Amount Raised

₩4 Billion

Round Type

Pre-Seed

SoftwareArtificial IntelligenceMachine Learning

Investors

SbvaKT InvestmentBase VenturesStonebridge Ventures

Description

Numz AI, a developer of structured data foundation models, announced on July 20 that it has raised its first investment of 4 billion won. The funding round was led by Stonebridge Ventures and included participation from SBVA, KT Investment, and Base Ventures. The investment will support the development of their innovative TFM technology. This marks a significant step for Numz AI in the AI market.

Quick answer

Numz AI raised ₩4 Billion in a Pre-Seed round, dated July 20, 2026. Investors: Sbva, KT Investment, Base Ventures and Stonebridge Ventures.

How much did Numz AI raise?
Numz AI raised ₩4 Billion in a Pre-Seed round on July 20, 2026.
Who invested in Numz AI?
Sbva, KT Investment, Base Ventures and Stonebridge Ventures are named as investors in this round.
What does Numz AI do?
Numz AI is a developer of structured data foundation models (TFM) that can infer empty values in a dataset in a single inference step.

Source: Fundz verified event record.

Who else raised in Software and Artificial Intelligence around the same time

Companies in the same sectors as Numz AI that raised within 45 days of this round, from Fundz verified event records.

  • Malakah raised $600K (Pre-Seed) on September 3, 2026.
  • Ringg AI raised $15M (Series A) on September 3, 2026.
  • Backbone raised $4.6M (Pre-Seed) on September 3, 2026.
  • Souk raised $1.6M (Pre-Seed) on September 3, 2026.
  • Zeit AI raised $5.8M (Seed) on September 3, 2026.
  • Mundo raised $20M (Series A) on September 3, 2026.

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Company Information

Company

Numz AI

About

Numz AI is a developer of structured data foundation models (TFM) that can infer empty values in a dataset in a single inference step. The company aims to streamline processes like demand forecasting and anomaly detection with its technology. Founded by researchers including CEO Jaemin Yoo, Numz AI leverages advanced AI techniques to enhance the usability of structured data. With recent funding, the company plans to expand its infrastructure and enhance its offerings for enterprise clients.

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