Use Case
Explore how AI transformation is reshaping industries through real-world case studies.
-
AI Platform Predictive Operations Semiconductor
Semiconductor R&D AI Platform: Improving Equipment Stability and Yield
An AI platform built within the semiconductor R&D institute strengthens in-house AI capabilities, enabling early anomaly detection and improving equipment stability and yield.
-
AI Platform Manufacturing Predictive Operations
AI Anomaly Detection for Flight Test Data: Faster Decisions and Response
An AI-based anomaly detection system identifies normal and abnormal flight states in real time using test data, visualizing root-cause variables to support faster, data-driven engineering decisions.
-
AI Platform Manufacturing
Smart Sintering Process: 93% Quality Prediction Accuracy with AI
An AI model predicts sintered ore composition and quality based on raw material usage and operating conditions, providing optimal control guidance to ensure consistent, high-quality production.
-
Optimization Pharmaceutical
Automated Fermentation Optimization: Control Deviation Reduced to 0.2%
Automation of the early fermentation phase eliminates human error and significantly enhances control accuracy.
-
AI Agent Manufacturing
Drawing Comparison AI Agent: Saving 1,000+ Hours Annually
MakinaRocks developed an AI agent that automates design drawing comparisons, detecting structural and numerical changes to deliver faster, more consistent, and data-driven reviews.
-
AI Platform Manufacturing Optimization Predictive Operations
AI Platform: Optimizing Inventory Management for Food Franchises
AI platform(Runway) powers an AI-driven MLOps system that integrates with existing tools to optimize demand forecasting, order planning, and inventory management.
-
AI Agent Manufacturing Predictive Operations
Building a Software-Defined Factory (SDF) with Multi-Agent Systems
Multi-agent systems power a Software-Defined Factory(SDF) that turns expert knowledge into autonomous control and intelligent real-time monitoring.
-
AI Platform Defense/Public
Public Sector AI Platform: Security-Compliant MLOps
AI platform(Runway) powers secure, K8s-based AI operations for the public sector—connecting data and managing models to national security standards.
-
AI Platform Battery Predictive Operations
Vision AI: Building a Scalable Battery Inspection System
A vision AI system streamlines early battery inspection, reducing manual workload and improving large-scale quality efficiency.
-
AI Agent Manufacturing
Order Form Standardization Agent: Save Up to 60% of Processing Time
An AI agent standardizes customer order forms(TDCs) using domain-specific knowledge, automatically interpreting diverse formats and reducing manual work.
-
AI Agent Manufacturing
Design Generation Agent: 50% Faster Development
The AI agent generates tire tread patterns that harmonize design and performance, giving industrial designers complete freedom to adjust and refine every detail.
-
AI Agent Defense/Public
Search Agent: Unlocking Public Construction Investment Data
Powered by a RAG-based LLM, the AI search agent unifies scattered public construction data into a single intelligent interface.
