Tango AI Yield Management Solution (YMS)
Smart yield management engine for semiconductor industry
What is Tango AI Yield Management Solution (YMS)? Complete Overview
Tango AI is a next-generation Yield Management System (YMS) specifically designed for the semiconductor industry, helping IC design companies (Fabless), packaging and testing plants (Assembling & Testing), and integrated device manufacturers (IDM) to quickly integrate massive test data across different stages and factories. It provides comprehensive data science solutions including Engineering Data Analysis (EDA), Defect Management System (DMS), management dashboards, report generators, and intelligent yield management engines. In the highly competitive semiconductor industry where yield is crucial, Tango AI enables users to move from anomaly detection to action within hours, optimizing process performance, reducing timelines, lowering costs, and enhancing competitiveness throughout the entire production cycle from design verification to mass production.
Tango AI Yield Management Solution (YMS) Interface & Screenshots
Tango AI Yield Management Solution (YMS) Official screenshot of the tool interface
What Can Tango AI Yield Management Solution (YMS) Do? Key Features
Multi-source Data Real-time Integration
Supports various ATE, test equipment, and custom data formats, automatically importing and standardizing complex test results to eliminate information silos and reduce data processing time.
Intelligent Anomaly Detection and Alert
Built-in statistical analysis, trend comparison and machine learning models can instantly identify yield anomalies and process deviations, pushing alerts in real time to facilitate quick response and adjustment.
High-efficiency Yield Analysis Tools
Provides flexible segmentation and visual analysis from wafer, lot, batch to product levels, easily tracing root causes of anomalies, supporting SPC, Cpk, yield trend analysis and other standard process tools.
Cross-department Collaboration Support
Unified platform for managing data and analysis results with role-based access control, promoting real-time collaboration and knowledge transfer between design, manufacturing and testing teams.
Customizable and Scalable Architecture
Modular design that flexibly integrates with existing MES, ERP or other internal systems, adaptable to different customer scales and needs, with painless future upgrades and expansions.
Best Tango AI Yield Management Solution (YMS) Use Cases & Applications
Fabless Semiconductor Companies
Tango AI helps fabless companies automate test data collection and standardization, reducing time from design verification to mass production. It enables quick identification of yield anomalies and design optimization opportunities while supporting multi-project management across different platforms and suppliers.
Integrated Device Manufacturers (IDM)
For IDMs, Tango AI connects and traces data throughout the entire process from wafer manufacturing to packaging testing. It provides SPC analysis for process stability monitoring and real-time yield trend tracking, while serving as a unified data platform for manufacturing, testing and R&D teams to enhance collaboration.
Packaging and Testing Plants
Tango AI integrates multi-stage test data (CP, FT, SLT, BUMP, ASSY, etc.) for packaging and testing facilities. It enables rapid yield anomaly alerts to support real-time process adjustments, while providing customized reports and supplier performance monitoring to improve service transparency to clients.
How to Use Tango AI Yield Management Solution (YMS): Step-by-Step Guide
Data Integration: Connect your test equipment and systems to Tango AI platform, allowing automatic collection and standardization of test data from various sources.
Anomaly Detection Setup: Configure the intelligent monitoring system with your specific parameters and thresholds for yield and process quality.
Real-time Monitoring: The system continuously analyzes incoming data, detecting anomalies and sending alerts when thresholds are exceeded.
Root Cause Analysis: Use the visual analysis tools to drill down into detected anomalies, identifying potential causes across different production stages.
Collaborative Resolution: Share findings and coordinate corrective actions across design, manufacturing and testing teams through the unified platform.
Process Optimization: Implement improvements based on data insights and track their impact on yield and quality metrics over time.
Tango AI Yield Management Solution (YMS) Pros and Cons: Honest Review
Pros
Considerations
Is Tango AI Yield Management Solution (YMS) Worth It? FAQ & Reviews
Tango AI serves various high-tech industries including automotive electronics, medical electronics, industrial control, consumer electronics, and aerospace & defense sectors.
Tango AI improves yield through intelligent data analysis, automatic anomaly detection, and intuitive visualization interfaces that accelerate problem tracing and decision-making, while continuously optimizing process performance.
Yes, Tango AI features a modular design that can flexibly integrate with existing MES, ERP or other internal systems, adaptable to different customer scales and needs.
Tango AI supports various ATE formats, test equipment outputs, and custom data formats, automatically importing and standardizing complex test results.
Implementation time varies based on the complexity of your existing systems and data sources, but Tango AI is designed for quick deployment with its modular architecture.
