# Saltware wins NIPA-backed AI agent project for semiconductor manufacturing worth up to 3 billion won

> South Korea awarded Saltware a $1.2M contract to deploy 21 AI agents across semiconductor production. The agents will handle process optimization, quality analysis, and equipment maintenance on closed factory networks.

- Type: AI news
- Page: https://completeaitraining.com/news/saltware-wins-nipa-backed-ai-agent-project-for/
- Published: 2026-05-14
- Updated: 2026-05-14
- Author: Jeroen Erne
- Jobs: Government
- Reading time: 1 min

### South Korea backs AI agent deployment in semiconductor manufacturing

Saltware won a government-backed contract Tuesday to deploy 21 specialized AI agents across semiconductor production processes. South Korea's National IT Industry Promotion Agency (NIPA) selected the company to lead the first-year project, which carries a budget of 1.55 billion won (roughly $1.2 million). A potential second-year extension could push total contract value above 3 billion won.

The project targets four specific workflows: process optimization, manufacturing document-based knowledge Q&A, quality analysis and yield enhancement, and predictive equipment maintenance. Saltware will develop agents designed to analyze production data and process variables measured in seconds-a requirement driven by the speed and scale of modern semiconductor fabrication.

#### Technical approach combines lightweight models with security requirements

Saltware plans to build a hybrid AI engine that pairs lightweight specialized language models with SQL-optimized models. The design reflects semiconductor manufacturing's strict security protocols, which typically restrict systems to closed networks.

The engine will integrate open-source lightweight language models with retrieval-augmented generation (RAG) technology and natural language processing. A lakehouse-based data pipeline will process more than 300 million manufacturing records into formats suitable for AI training.

The system is meant to digitize operational expertise accumulated on production floors-tacit knowledge that typically exists only in workers' experience-and convert it into data-driven decision-making systems.

#### Strategic shift toward AI-focused operations

CEO Lee Jung-geun said the contract marks a turning point for Saltware, shifting its focus from cloud-centered services toward an [AI for Operations](https://completeaitraining.com/tag/operations/) platform. The company plans to use technologies validated in this semiconductor project to enter the global manufacturing AI market.

Lee characterized the project as "the first step toward establishing a fully operational industrial AI framework within Korea's semiconductor manufacturing sector."

For government technology officials evaluating AI adoption in manufacturing, this contract demonstrates how [AI Agents & Automation](https://completeaitraining.com/tag/automation/) can address specific operational bottlenecks-not through single, general-purpose systems, but through multiple specialized agents designed for distinct tasks.

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