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The Smart Data-AI Initiative provides a platform to drive value creation from data and AI for the microelectronics industry helping members to improve operational efficiency and to capture the $65B+ revenue upside.

Smart data AI

Connect & Learn

Make new connections and spread knowledge about the latest developments and emerging technologies through sessions at SEMICONs, webinars, and blogs

Supply Chain Management Working Groups


Collaborate with Data and AI domain experts through pre-competitive platforms

EHSS Working groups

Accelerate innovation

Accelerate innovation by participating in proof-of-concept projects to explore innovative applications of Data & AI

“The SEMI Smart Data-AI Initiative provides a framework where different functions within a fab come together to enable a higher level of manufacturing control and build an integrated feedback loop in real time. Using real-time data gathered through in-process analytical measurements, coupled with simultaneous decision-making made through AI algorithms, will better enable manufacturers to maintain high yielding processes. DuPont is eager to incorporate these feedback loops in the development of production-worthy products and processes.”
Dupont Logo
Nick Pugliano
Chief Technology Officer, DuPont


Smart Data and Artificial Intelligence (AI) are driving the “Intelligent Future,” which has emerged as the central technology narrative worldwide – examples include intelligent homes, workplaces, transportation, health, infrastructure, grid, manufacturing, etc. This future is enabled by microelectronics-based platforms (chips and systems) that generate (sensors), transmit (communication), store (memory), and analyze (processors) data.   

Smart Data AI Infographic

Smart Data-AI Online Community - IAC


Connect with other Industry Advisory Council (IAC) members through Connect@SEMI online platform and access exclusive library containing project reports, event presentations, and webinar recordings.


Explore how SEMI is preparing members to take full advantage of the multi-trillion-dollar AI economic opportunity over the next five years.


Smart data AI resources

A central repository for the latest articles, blogs, white papers, reports, and press releases - a one-stop.