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Prepare for manufacturing AI with national and local government programs.

Explore Ingkle’s national R&D, manufacturing AI smart-factory and Cheonan–Chungnam programs, and identify an adoption path for your factory.

Explore our programs Tell us about your factory ↗

Current programs and R&D experience

Bring public-program experience to your factory’s AI adoption.

Ingkle works on national R&D, manufacturing AI smart factories and regional AI transformation. Our experience from data connectivity to on-site deployment helps identify an adoption path for your business.

Government-funded national R&D programs

Ministry of Trade, Industry and Energy

Machinery and Equipment Industry Technology Development

In progress

Development of an autonomous process operation system using ultrasonic hybrid machining for difficult-to-machine semiconductor equipment components

ParticipantsSemiconductor materials manufacturer H · Ingkle · KITECH · Kyungpook National University

Ministry of Trade, Industry and Energy

Machinery and Equipment Industry Technology Development

In progress

AI-based autonomous control system for electrolytic tinplate manufacturing

ParticipantsSteel manufacturer K · Ingkle · technology partners I and E

Ministry of SMEs and Startups

SME Technology Innovation Development · Market Expansion

In progress

Lightweight big-data intelligence for equipment behavior analysis and production improvement

ParticipantsR&D led by Ingkle

Ministry of Trade, Industry and Energy

International Industrial Technology Cooperation · Joint Technology Development

In progress

Production technology for high-efficiency zeolite rotor concentrators

ParticipantsExhaust-emission filter and catalyst manufacturer A · Korea Institute of Materials Science · Ingkle

Manufacturing AI smart factories

Ministry of SMEs and Startups

2026 Manufacturing AI Specialized Smart Factory Program

In progress

Selected for three manufacturing AI smart-factory projects, now underway

  • Precision components manufacturer N
  • Semiconductor materials and components manufacturer M
  • Automotive components manufacturer S

Local and regional industry programs

Korea Automotive Technology Institute

Cheonan Future Mobility Manufacturing Process Intelligence Support Program

In progress

Intelligent mobility manufacturing processes using site data

Cheonan Institute of Science and Industry Promotion

Cheonan Strategic Industry Value-Chain Development AX Leading Model Track

In progress

Developing leading AI transformation models for regional strategic industries

Chungcheongnam-do

Region-led AI Transformation Program

In progress

Building an AI data hub and digital retrofits

  • Chungnam AI data hub
  • Digital retrofit implementation

Completed R&D programs

Ministry of Trade, Industry and Energy

DX First Step Project

Completed

Intelligent precision-mold machining using equipment data sampled every 10 ms

ParticipantsPrecision mold manufacturer C · Ingkle

Ministry of SMEs and Startups

SME Technology Development Support

Completed

Digital-twin equipment diagnostics using industrial IoT data collection and edge/cloud environments

ParticipantsR&D led by Ingkle

Eligibility, company contributions and support scope are reviewed against each program’s call and agreement.

Details

Find the right path for your factory

Separate product adoption from new development

NAZARE provides equipment data collection, storage, queries and operating knowledge. NAVIS uses that data and knowledge as an AI agent. Distinguish existing product capabilities from new development and validation so the plan matches the program’s purpose. Bespoke ML models for specific equipment or processes are scoped separately on request.

Review the fit for your business

National R&D, manufacturing AI smart-factory and regional programs have different purposes and participation requirements. We review your site location, industry, business size, operational challenge and timeline to identify a suitable path.

Drawing on delivery experience, Ingkle helps define site requirements, data preparation and product scope. Selection and funding for a new project depend on the applicable call and evaluation.

Bring these details to the first conversation

  • Site location, industry and responsible team
  • The production, quality or operational problem to address first
  • Target equipment, existing business systems and available data
  • Timeline and internal investment plans
  • Current participation in other support programs

You do not need a complete dossier to start. Share the current situation and we will identify the equipment, data and initial scope to review together.

Continue exploring

01

Research for the next operational challenge.

Develop and demonstrate data and AI technologies through industrial and SME programs.

↗02

Start with one problem before changing the whole factory.

Move through discovery, focused validation, operational handover and expansion.

↗03

When your process needs a tailored prediction model.

Scope specialized prediction or classification models after reviewing data and validation requirements.

↗

Start together

Tell us what you want to improve first.

Tell us about your equipment, data and priorities to review a path from connection to operations.

Talk to Ingkle