SAN FRANCISCO - s4story -- A3 Analytics (https://a3analytics.ai), a company developing AI-powered reasoning systems for complex industrial environments, today announced a collaboration with Pacific Biosciences (PacBio), a leading developer of high-quality, highly accurate sequencing solutions, to deploy AI-powered tools that enhance field service engineering (FSE) and technical support workflows across PacBio's installed base. As sequencing systems become more complex and data-rich, resolving issues quickly requires connecting operational data, documentation, and expertise in real time.

PacBio's sequencing platforms generate complex operational data and require deep domain expertise to diagnose and resolve issues. By deploying A3's industrial reasoning platform within PacBio's service workflows, the collaboration aims to...reduce time-to-resolution, lower service costs, and improve system uptime—delivering a better experience for PacBio customers.

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"A3 is building the reasoning layer for complex physical systems," said Matt Gordon, PhD, Founder and CEO of A3 Analytics. "Troubleshooting systems like PacBio's requires connecting logs, documentation, and human expertise. Our platform brings those together to help engineers resolve issues faster, reduce downtime, and scale operational knowledge across teams."

A3's approach combines knowledge retrieval, data analysis, and hypothesis-driven reasoning to support engineers in diagnosing and resolving issues. By embedding this capability directly into service workflows, PacBio can improve consistency of support outcomes while enabling both new and experienced engineers to operate more effectively.

"Our collaboration with A3 Analytics is a major step forward in how we support our HiFi sequencing systems," said Gregory Snyder, PhD, Director of Global Technical Support at PacBio. "By enabling faster access to institutional knowledge across our global teams, we can reduce time-to-resolution and deliver more consistent, high-quality outcomes for our customers."

"PacBio systems generate complex data that requires deep expertise to interpret," said David Miller, Vice President of Global Marketing, PacBio.  "A3's platform helps us operationalize that data more effectively within our support workflows, improving how we diagnose and resolve issues."

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A3 Analytics is backed by leading technology operators, including Bob McGrew, former Director at Palantir and former Chief Research Officer at OpenAI, and Asher Sinensky, a senior executive at Palantir. Their involvement reflects strong conviction in A3's approach to applying AI reasoning in complex, real-world environments.

The initial deployment of A3's platform will focus on supporting PacBio's field service and technical support teams working on HiFi sequencing systems, with the goal of reducing repeat service events and enabling more proactive maintenance.

About A3 Analytics

A3 Analytics is building the reasoning layer for the physical world, enabling AI to understand and troubleshoot complex industrial systems. Founded by physicist and former Palantir engineer Matt Gordon, PhD, A3 helps organizations reduce downtime, accelerate root cause analysis, and scale operational expertise.

About PacBio

Pacific Biosciences of California, Inc. is a leading developer of high-quality, highly accurate sequencing solutions, enabling scientists and clinical researchers to resolve genetically complex problems across a wide range of applications.

Visit https://a3analytics.ai for more information.