PDF Solutions unveils Exensio Aurora AI analytics architecture. By ICO Optics / September 10, 2026 This post contains affiliate links, and I will be compensated if you make a purchase after clicking on my links, at no cost to you. PDF Solutions is set to introduce Exensio Aurora, a groundbreaking AI-first analytics architecture designed for modern semiconductor manufacturing. This scalable framework addresses the massive surge in industry data volumes, which have expanded by an astonishing 600% since 2022. The new architecture will be officially unveiled during the upcoming CONNECT event in San Francisco. By safely implementing agentic AI across operations, the platform aims to revolutionize how manufacturers handle petabyte-scale data. Table of Contents The data explosion in modern manufacturing. Advanced packaging, 3D architectures, and heterogeneous integration have driven a major structural transformation in the technology sector. These innovations create massive streams of information that traditional legacy systems simply cannot keep pace with. To explore more breakthroughs shaping the modern technological landscape, check out its latest optics articles for expert insights. Industry complexities are escalating faster than conventional intelligence tools can manage effectively. Overcoming the 95% unexamined data barrier. Traditional analytics software typically leaves more than 95% of collected manufacturing data completely unexamined. This massive blind spot prevents organizations from achieving true operational coherence and efficiency. Standard cloud platforms also lack the specific equipment connectivity and deep industry context required for semiconductor ecosystems. Bridging these critical operational gaps demands specialized intelligence frameworks built from the ground up. Leveraging deep semiconductor semantics. PDF Solutions developed Exensio Aurora to leverage deep semiconductor semantics for both online and offline workflows. Artificial intelligence serves as the foundational core, driving everything from model training to automated data ingestion. For readers interested in hardware advancements and precision engineering gear, its curated product reviews offer detailed evaluations. Intelligent workflow guardrails ensure that automated actions remain safe and predictable across complex supply chains. Transforming metrics into actionable decisions. The ultimate goal of this scalable architecture is to convert raw manufacturing data into actionable decisions at scale. Shifting the competitive advantage from mere data collection to active operational coherence is vital for future success. As the industry continues to evolve, smart automation will remain at the forefront of engineering excellence. Empowering teams with contextualized insights will redefine standards across global manufacturing networks. Additional Reading:

PDF Solutions reported second-quarter revenue of $61.5 million, up 19% year-over-year, with first-half revenue growing 22%. Platform revenue reached $49.1 million, whilst volume-based revenue surged 45% compared to the same quarter last year. The company's backlog hit a record $271 million, up 10% quarter-over-quarter and 16% year-over-year. Operating margin improved to 22%, approximately 300 basis points higher than Q2 2025, despite gross margin contracting to 73% due to perpetual software licence mix. Earnings per share rose 42% to $0.27. PDF Solutions secured eight-figure contracts for SecureWise and DirectScan systems, along with multiple seven-figure Excensio deals. The firm placed three new e-Probe e-beam inspection machines, including two with new customers. PDF Solutions reaffirmed its 20% full-year revenue growth guidance for 2026.