Exhibitor

 Morale AI Co., LTD

TaiwanInnoVEX 2025  S0724

Startup

AI

Funding Stage: Seed Round Founding Year: 2023
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Domain-Specific LLM Agent's photo

Domain-Specific LLM Agent

Domain-Specific Large Language Model (LLM) Agent by Morale AI As industries accelerate toward digital transformation and sustainability, Morale AI introduces its Domain-Specific Large Language Model (LLM)—a next-generation solution designed to deliver real impact in smart manufacturing and ESG data intelligence. Key Features 1. Industry-Tuned Language Understanding: Fine-tuned for sectors like manufacturing, textiles, and semiconductors, our LLM understands complex jargon, production logic, and domain-specific workflows. 2. Modular AI Agent Architecture: Supports document parsing, report generation, process optimization suggestions, anomaly detection, and Q&A assistance—customizable for diverse enterprise needs. 3. Multiformat Knowledge Extraction: Capable of extracting insights from PDFs, DOCX, CSV, and machine logs, transforming unstructured or semi-structured data into actionable intelligence. 4. Private Deployment Ready: Offers on-premise and edge-compatible deployments with enterprise-specific fine-tuning to ensure data privacy and custom model behavior. 5. Support Machine Learning model Integration and Function Calling 6. Deep integration with Nvidia Nemo, NIM.

Morale AI Agent for Quality Compliant and Anomaly's photo

Morale AI Agent for Quality Compliant and Anomaly

Morale AI Agent for Quality Compliance & Anomaly Detection is a domain-specific solution that integrates Large Language Models (LLMs) with advanced data science techniques, purpose-built for all manufacturing sectors. By combining semantic understanding, and case-based recommendations, the system empowers engineers to efficiently manage internal anomaly meetings, analyze customer complaints (AE/FAE), and streamline the creation of 8D reports with accurate historical references. Key Features Include: 1. Automatically builds a vector database (VectorDB) and correlation analysis system from quality and anomaly data. 2. Quickly recommends Top-k similar cases and enables interactive querying through the AI Agent. 3. Integrates email content, ERP, and MES data related to anomalies—such as design changes, shipments, delivery schedules, and component specs. 4. Allows users to enter order numbers and retrieve context-specific answers via conversational LLM queries. 5. Supports source citation to ensure transparency and prevent hallucinations. 6. Generates standardized audit reports based on anomaly logs and parameter deviations. 7. Offers seamless integration with RDBMS, ERP

AI Agent for Energy Optimization and Predictive Maintenance 's photo

AI Agent for Energy Optimization and Predictive Maintenance

Agent for Equipment Optimization and Predictive Maintenance integrates AI-powered digital twin modeling, explainable AI (XAI), and large language model (LLM) interaction to analyze equipment logs and operational data. This solution helps manufacturers improve equipment efficiency, reduce energy waste, and anticipate maintenance needs. It has already been deployed across energy-intensive assets such as chillers, air compressors, and boilers, as well as key semiconductor manufacturing and packaging equipment. 1. AI Digital Twin for KPI Prediction & Backup Machine Optimization Simulates equipment operating conditions to predict critical performance indicators (e.g., COP, power consumption). 2. Explainable AI for Performance Insight & Predictive Maintenance Uses XAI to identify key parameters affecting energy efficiency and output. When performance degrades, it provides clear adjustment suggestions. 3. AI Agent for Fault Prognosis & Maintenance Mapping: Analyzes equipment data and logs to predict potential failure signs and cross-reference with historical cases. The system then recommends corresponding maintenance solutions and action paths to support on-site decision-making

Company Description

Driven by digital transformation and ESG, Morale AI delivers effective smart manufacturing solutions for the future of industry.

Morale AI empowers manufacturers with cutting-edge Machine Learning and Data Science solutions, as well as AI-powered agents based on Large Language Models (LLMs). Our mission is to solve critical business challenges, optimize production efficiency, and enhance value across the entire industrial chain.

As a trusted partner in digital transformation, Morale AI is committed to shaping a smarter, more sustainable industrial future.