Cross-entity Data Ecosystem Design and Governance Securely Connecting the Semiconductor Industry

Athinia, a partnership built on science and technology by industry leaders A 50/50 partnership between Merck and Palantir Presenters Moritz Onken Vice President, Engineering Jeremy Elser, PhD Vice President, Product & Implementation Deep industry knowledge 353-year-old company with 70% family ownership Long-standing expertise in material sciences and innovation in product quality Deep understanding of the semiconductor industry Data analytics and security expertise​ Experience in building inter-organization ecosystems Palantir Foundry software enables analysis of sensitive data from disparate sources to support operational decisions

An industry rooted in paranoia with a pinch of superstition ;-) Sources: https://www.bbc.com/worklife/article/20210414-the-good-luck-snack-that-makes-taiwans-technology-behave https://wasai117.pixnet.net/blog/post/449036945 Kuai Kuai: The good luck snack that makes Taiwan's technology behave

It takes more than half of the elements on the periodic table to make a chip Source: https://cen.acs.org/articles/88/i28/Chemistry-Matters-Chip-Makers.html

Source: https://en.wikipedia.org/wiki/Integrated_circuit

A global supply chain with very little redundancy It takes hundreds of suppliers and thousands of materials and spare parts to run a semiconductor fab. Many materials come from a single supplier. Raw materials are sourced from over 25 countries. It can take multiple months to finish a wafer. A single step can ruin an entire batch of wafers, resulting in millions of dollars lost. A Certificate of Analysis (CofA) tries to ensure that materials conform to the fab’s requirements. Source: https://en.wikipedia.org/wiki/Integrated_circuit

7 The Problem Standard Certificate of Analysis (CofA) • Assay • Metals • Oxygen-Anions Other variables that impact performance • Reactions • Trace impurities • Excursion from synthesis process • Unknown variables Key parameters that impact performance are often hidden below the surface

DATA INTELLIGENCE Athinia is an industry-wide ecosystem allowing multiple companies to share and aggregate their materials data 8 Improve efficiency and performance Put effort where it really matters Share data beyond Certificate of Analysis Share data on fab performance Insights to improve efficiency and material reproducibility Insights to improve fab performance beyond status quo Material Suppliers Device Makers The Ecosystem Explained Athinia

9 Decision orchestration Workflows Ontology Model Integration Data Integration      Writeback: • Decisions made • Decisions not made • Context Athinia is built on Palantir Foundry, a unified data operationalization platform

Technical • Encryption at rest and in transit • Single Sign On that ties to Active Directory • Multifactor Authentication • Blocking bulk export Governance • Granular Permissions • Inherited Permissions • Approval Workflows • Contractual Rules of Engagement Automation • Behavioral Alert Generation/Actioning • Data pipeline health monitoring • Standardized Ontology • Automated connectors to common sources Athinia extends Palantir Foundry security, governance, and automation primitives to accommodate the semiconductor ecosystem

*Multifactor authentication image source: https://www.nist.gov/image/multifactor-authentificatonpng. NIST/Natasha Hanacek Encryption at rest and in transit SSO tied to Active Directory Multifactor Authentication* Blocking bulk export Athinia technical security blocks internal and external bad actors SAMLv2.0 Security Assertion Markup Language

Approval Workflows Contractual Rules of Engagement Athinia governance security limits usage drift and makes usage auditable Granular Permissions Inherited Permissions

Behavioral Alert Generation/Actioning Data pipeline health monitoring Standardized Ontology Automated connectors to common sources Athinia automation prevents confusion by reducing reliance on manual management

DATA INTELLIGENCE Industry leaders choose Athinia to pioneer data collaboration in the semiconductor industry 14 Leading Material Suppliers Leading Device Makers Achievements and Status Athinia

Connect with us [email protected] [email protected] athinia.com

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