Solving Technical Challenges
We assess manufacturing, TEST, measurement and quality challenges using production data and practical experience, supporting root-cause investigation and improvement planning.
TECHNICAL ADVISORY SERVICES
Technical Advisory & Collaboration
M&M International — From Insight to Innovation
Drawing on more than 40 years of experience in semiconductor manufacturing and TEST operations, we help companies solve technical challenges and pursue new opportunities.
01 / PURPOSE & VALUE
Purpose of Our Technical Advisory Services
M&M International draws on more than 40 years of hands-on experience in semiconductor manufacturing and TEST operations to help companies address technical challenges and support their next stage of growth.
Strengthening Technical Capabilities and Competitiveness
We support improvements in equipment, measurement methods and analytical infrastructure to enhance quality, reliability, productivity and technical competitiveness.
Creating New Value
We connect technology, data and market needs to explore practical applications of research, new measurement and analysis methods, and potential business opportunities.
Focus Areas: Semiconductor Manufacturing / E-TEST / Tester & Prober / High-Voltage & Low-Current Measurement / Yield & Quality Analysis / Process Informatics
02 / TECHNICAL CAPABILITIES
Technical Capabilities
Manufacturing Processes
Technical advice on front-end and back-end semiconductor processes, process conditions, manufacturing challenges and yield improvement.
E-TEST / TEST
Support for E-TEST and parametric testing, I/V characteristics, raw data, test conditions and failure analysis, using measurement data to identify and address issues.
Tester / Prober
Technical support for testers, probers, probe control, measurement-system evaluation and equipment specification reviews.
Measurement Environment Stability
Evaluation and stabilization of high-voltage, low-current and low-leakage measurements, with a focus on repeatability and reliability.
Data Analytics & DX
Statistical and multivariate analysis and visualization of manufacturing data, E-TEST results and equipment logs, applying Process Informatics and BI to technical problem-solving.
Quality & Reliability
Support for root-cause analysis (RCA), failure-mechanism investigation, quality improvement and reliability assessment.
Equipment Selection & Investment Evaluation
Technical reviews of equipment specifications and pre-installation plans, including Cost of Ownership (CoO) and operating-cost considerations.
Technical Exchange & Education
Technical presentations, documentation, workforce development and technical exchanges with universities and research organizations to share knowledge and develop engineers.
03 / INDUSTRY COLLABORATION
Industries Served & Technical Collaboration
M&M International supports semiconductor manufacturers, equipment suppliers, component manufacturers and data analytics software companies by applying practical manufacturing experience and expertise in measurement and analytics. Where appropriate, we help connect technologies and organizations to address technical challenges.
Legacy Equipment & Measurement-Related Component Suppliers
Support for troubleshooting existing equipment, measurement stability, high-voltage test requirements, and evaluation or adoption of components and improvement technologies.
Advanced Probing & Probe Card Companies
Technical evaluation and improvement planning for advanced probing, MEMS probe cards, measurement environments and next-generation measurement technologies.
Tester & Prober Manufacturers
Technical evaluation of equipment, measurement performance and stability improvements, specification reviews, and integration of equipment and measurement technologies.
Data Analytics & Software Companies
Support for applying semiconductor manufacturing data, E-TEST results, equipment-log analysis, Process Informatics, BI and visualization tools in production environments.
Semiconductor Manufacturers
Support for identifying manufacturing and TEST challenges, root-cause analysis, yield and quality improvement, and measurement stability. Where appropriate, we assess opportunities to integrate related technologies, equipment, components and analytical methods.
04 / ENGAGEMENT
Services & Engagement Process
Technical Consultation & Review
Ongoing technical consultations, analysis of measurement data and equipment logs, issue assessment, and recommendations for improvements and evaluation methods.
Customer-Facing Technical Support & Education
Participation in technical meetings, technical explanations, preparation of technical notes, presentations, education and engineer development.
Implementation-Oriented Technical Support
Evaluation of improvement measures, equipment specifications and investment options, technical exchanges with research organizations, and follow-up support.
Typical Engagement Process
Consultation→ Investigation & Analysis→ Advice & Recommendations→ Technical Support→ Ongoing Follow-Up
Scope, duration and ongoing advisory arrangements are discussed individually based on the technical challenge and the client’s needs.
05 / CONTACT
Contact Us
For inquiries regarding semiconductor manufacturing, TEST and measurement technology, equipment evaluation, data analytics and DX, technical education, or industry collaboration, please contact us.
Takeki Andoh
Founder / Principal Consultant
M&M International
E-mail: ando@mmi-ai.jp
Website: https://mmi-ai.jp/
Base: Tsukuba, Ibaraki, Japan
R&D Base: Sanmu, Chiba, Japan
Important Information
The scope of services and contractual terms are determined through individual discussions. We respect confidentiality, intellectual property rights and existing contractual obligations. The technical collaboration services described here do not imply an official agency, distributorship or formal partnership with any particular company or institution.