Bridge the gap between data, knowledge, and execution — resolve SPC and FDC violations with agentic AI
Applied SmartFactory Knowledge Advisor is a next-generation Process Quality solution and factory-wide knowledge platform that uses agentic AI to change how semiconductor manufacturers investigate, diagnose, and resolve process and equipment issues. It unifies factory data with enterprise knowledge and captures troubleshooting insight so it can be reused across teams. For engineering organizations, the problem it addresses is institutional rather than technical. Knowledge about how a violation was resolved usually stays with the engineer who resolved it; a knowledge platform turns that into something the next shift can use.
Applied SmartFactory Knowledge Advisor resolves SPC and FDC violations 60% faster by automating the investigation across systems and applying AI-driven diagnosis with prescriptive next steps. Engineers follow a structured, repeatable resolution path instead of a trial-and-error workflow, which reduces variability in how issues get analyzed. Standardized corrective actions also cut repeat violations and asset downtime.
Proven production results include:
It automates the investigation across systems rather than leaving an engineer to open each one in turn, then applies AI-driven diagnosis with prescriptive next steps. Reported results show 60% faster resolution of SPC and FDC violations.
It uses agentic AI to investigate, diagnose, and resolve process and equipment issues, working across unified factory data and enterprise knowledge rather than a single data source. The output is a diagnosis with prescriptive next steps, not just a correlation.
It captures and reuses troubleshooting insights across teams, transforming siloed information into a scalable knowledge platform. Resolution knowledge becomes an asset the organization holds rather than one an individual engineer holds.
Yes. Standardized corrective actions reduce repeat violations and asset downtime, because the same condition gets resolved the same effective way rather than being rediagnosed each time it appears.
It guides engineers through a structured, repeatable resolution path, which reduces variability in how issues are analyzed and resolved and improves response consistency regardless of who is on shift.
It unifies factory data with enterprise knowledge, and automates alarm and violation investigation across systems, so a diagnosis draws on process data and documented experience together.
Knowledge Advisor turns scattered factory data and hard-won troubleshooting experience into a guided, repeatable resolution path.
