Rtm

RTM (알티엠) is a Seoul-based company that develops artificial intelligence software for manufacturing and industrial sites. Its portfolio is organized around four products: M.AX Agent, a manufacturing AI agent that searches field data and documents to answer questions and support root-cause analysis for repetitive work, with on-premise and air-gapped (network-separated) deployment options; RISA, a safety AI product that uses existing CCTV cameras with local video processing to detect intrusion into hazardous zones and signs of fire or smoke in real time and to log events automatically; Hubble, a vision AI product that judges quality defects against site-specific inspection criteria, showing defect location and the basis for the judgment, and which the company says can be started from 20-100 images with production applicability verified within two weeks; and EHM, an equipment AI product that analyzes small changes in equipment data to detect anomalies early and predict outcomes.

The company also builds custom AI solutions for semiconductor process management, including health-score and multivariate analysis tools that integrate sensor data for real-time anomaly detection and defect prevention. At Automation World 2025 it presented the Hubble Solution Machine, an AI inspection solution combined with inspection equipment intended to minimize secondary manual inspection work and automate the inspection process across applications from semiconductors to industrial goods. A third-party business-data profile describes RTM as an AI-based data solutions provider for advanced manufacturing processes, classified under IT services and IT consulting.

Business model

RTM sells AI software and solutions to manufacturers, deployed on customer sites including on-premise and network-separated environments, and delivers customer-specific custom solutions and inspection equipment alongside its packaged products. Prospective customers are asked to describe their problem and available data, after which the company assesses applicability, indicating a consultative, project-based engagement motion. RTM has also acted as a supplier under Korean government AI voucher support programs.

Traction

Published customer cases include a global battery manufacturer where a Hubble AI vision inspection system judged defects such as tab folding and cell overlap in assembly and pack processes, with the engagement expanding from one verified process to seven; a specialty gas manufacturer where inspection automation equipment and Hubble were deployed for cylinder valve shipping and return inspection; and an industrial valve manufacturer where a recipe-based AI appearance inspection system covered 30 models. The company cites customer project results of 99.5% accuracy for chamber gas leak detection, an average 11% productivity improvement among adopting companies, 16% product value increase and cost reduction to 90% of current operating costs.

Latest developments

In March 2025 RTM unveiled the Hubble Solution Machine, an AI-based automated inspection solution and equipment, at Automation World 2025. In December 2024 it was highlighted as a solution to watch at the same event for semiconductor process optimization using health-score and multivariate sensor analytics. The company's news section also covers Samsung Electronics' DSEP platform for sharing semiconductor process data in real time with around 60 materials, parts and equipment partners.