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Unified Data Repository

Unified Data Repository with Business Intelligence

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Single Source of Truth

A single repository that harmonizes data across the entire manufacturing lifecycle can encompass the entire product blueprint. Our high-performance infrastructure enables a robust and scalable data provisioning repository that functions as the definitive source of truth throughout the wafer manufacturing process integrating with SAS, JMP, Excel, BI Tools, Python and others.

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How Can This Module Benefit You?

Single Source-Of-Truth Database 

Harmonizes data across semiconductor life cycle encompassing entire product blueprint 

Data Provisioning

Integrates with other systems via single click to 3rd party analysis tools such as with SAS, JMP, Excel, BI Tools, Python and other tools

Advanced Data Semantics

Allows for deep AI/ML dispositioning

Scalable and Flexible

Cloud-based, on-premise or hybrid options for secure seamless access and sharing

Data Warehousing 

Structured and unstructured data to facilitate deep AI/ML and automated dispositioning of Lots

Data Synchronization 

Synchronizes data from multiple databases for consolidated reporting and data warehousing provisioning data to 3rd party vendors, customers, suppliers, and others. 

Supported Data Types

Manufacturing and Process Data

  • Fab process data including Inspection & Metrology
  • Etch/Dep/CD Data
  • WAT/PCM Data
  • Defect Maps (KLARF OR Equivalent)
  • AOI Data & Images
  • Sweep & SCHMOO Data

Data and Files

  • Images – Linked/Unlinked (Classified & Unclassified)
  • Linked OR Ingested Files (Structured & Unstructured) – Including MS Office Data Files/PDF etc.
  • CSV, Excel Data
  • JSON Test Data – Including Test Suites, Test HW and Test Conditions

Manufacturing 
System Data

  • MES Data – Bidirectional
  • SPC Data (External)
  • STDF/ATDF
  • OEE (Overall Equipment Effectiveness)

Testing and 
Diagnostics Data

  • Calibration & Diagnostics Data
  • Bench Test Data
  • Burn In & Reliability Data
  • System & Board Test Data (Production, Qual OR Prototypes)

Unified Data Repository Model

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wats

WATS

Partner

Envelope
WATS is a test data management and analytics platform developed by Virinco, built to collect, standardize, and analyze data from electronics manufacturing test systems. It provides real-time visibility into board-level performance across ICT, functional test, and final test operations, helping engineers monitor yield, detect anomalies, and improve quality at high volume.

EnlightTec

Partner

Envelope
Enlight Technology is one of the few domestic electronic design automation (EDA) solution providers. Our primary mission is to develop chip and electronic hardware, as well as system development tools, striving to help customers bring their products from concept to market with the best efficiency and effectiveness.
We integrate EDA technology resources and solutions, leveraging practical experience and technical support capabilities to build a complete cross-disciplinary ecosystem covering silicon photonics, chips, advanced packaging, systems, and manufacturing. Enlight Technology is one of the very few Taiwanese EDA solution providers with both electrical and optical design capabilities. It offers one-stop support, from silicon photonics (PIC) optoelectronic integration circuit design and EIC–PIC co-design, to end-to-end design verification of ICs, packages, and PCB systems:

  • Silicon Photonics & EIC–PIC Co-design
  • IC Design & Verification
  • PCB Systems Design & DFM (Design for Manufacturability)
modus_test_img

Modus Test

Partner

Envelope
Modus Test, LLC was founded on the idea that there are creative ways to improve results by combining innovation with the best known methods in test design and manufacturing. Providing innovative test solutions include the MPT series of parametric test and systems and accessories.
Modus Test has a global presence and the capability to support customers in all the IC development centers and high volume manufacturing sites around the world. See for yourself how combining innovation with best-known methods can improve your results.
PTC-Logo

PTC

Partner

Envelope
PTC is a semiconductor consulting firm based in Malaysia, providing strategic and technical consulting services to semiconductor manufacturing, assembly, test, product and ecosystem companies across Asia. yieldWerx, a leading innovator in semiconductor yield management solutions, and PTC, a premier Malaysia-based consulting firm for the semiconductor manufacturing industry, have announced a strategic collaboration to address the growing need for comprehensive data analytics across the semiconductor manufacturing lifecycle in the rapidly expanding markets of Malaysia and India.
This collaboration combines yieldWerx’s state-of-the-art analytics platform with PTC’s extensive industry knowledge and regional presence to strengthen semiconductor manufacturing capabilities across East Asia. By providing sophisticated analytics solutions tailored to regional needs, yieldWerx and PTC aim to streamline factory setup and operations, implement rigorous quality assurance protocols, and accelerate the development of sustainable semiconductor ecosystems across both countries. PTC will act as the regional consulting partner, offering advisory, deployment support, and strategic integration services to fabless clients, OSAT facilities, and manufacturing startups adopting the platform.