Overview
Augury provides AI-powered solutions for machine and process health in manufacturing through its Production Health platform. It uses proprietary wireless IoT sensors to collect real-time data (vibration, temperature, magnetic) from equipment and uploads it to a cloud platform where AI detects anomalies, diagnoses root causes, and prescribes actions, while Process Health offers real-time production optimization to increase yield and reduce waste and energy use. It differentiates itself with a large, domain-specific data set (over 1.1 billion hours of monitored machine time) and a full-stack approach, enhanced by acquisitions of Alluvium and Seebo to add operational analytics and process intelligence. The goal is to shift maintenance from reactive to predictive and prescriptive, boosting uptime, throughput, yield, and overall manufacturing efficiency.
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About Augury
Industries
Company Size
201-500
Company Stage
Series F
Total Funding
$369M
Headquarters
New York City, New York
Founded
2011
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Simplify's Take
What believers are saying
- July 23, 2026 Rockwell launch opens enterprise distribution across reliability teams.
- May 18, 2026 Industrial AI Workforce expands Augury beyond predictive maintenance into operations.
- Sept. 10, 2026 open-source OKF release increases ecosystem adoption and developer mindshare.
What critics are saying
- July 2025 layoffs cut 18% after the February 2025 Series F.
- Rockwell and Google partnerships strengthen platform reach while compressing Augury's pricing power in 2026.
- If customers delay sensor deployments, Augury's software narrative weakens and incumbents win the plant.
What makes Augury unique
- Augury pairs proprietary sensors with 1.1 billion monitored machine hours.
- July 23, 2026 Rockwell partnership links Augury diagnostics to Fiix work orders.
- Sept. 10, 2026 OKF Industrial Profile positions Augury as industrial AI standard-setter.
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Funding
Total Funding
$369M
Above
Industry Average
Funded Over
8 Rounds
Benefits
Health Insurance
Dental Insurance
Vision Insurance
Unlimited Paid Time Off
401(k) Company Match
Stock Options
Parental Leave
Remote Work Options
Phone/Internet Stipend
Growth & Insights and Company News
6 month growth
2%1 year growth
0%2 year growth
1%Augury introduces Industrial Profile for Google Cloud's Open Knowledge Format. Open-source profile provides a human-verified layer to capture worker wisdom, process dynamics, and sensor-trust rules for plant-floor AI agents NEW YORK, Sept. 10, 2026 /PRNewswire/ - Augury, a leader in Industrial AI, today announced the OKF Industrial Profile, an open-source manufacturing profile of Google Cloud's Open Knowledge Format (OKF). Designed to address the operational complexity of industrial environments, the profile provides a vendor-neutral standard for structuring plant-floor context, operator heuristics, and sensor-trust policies into human-verified, auditable ground truth for AI agents. As AI agents are introduced to manufacturing workflows, they face a critical challenge: context fragmentation. Decades of critical operational wisdom, how a process line behaves during cold starts, how an experienced lead handles shift handovers, or when a sensor reading shouldn't be trusted remain unwritten or locked in legacy silos. Google Cloud introduced OKF in June 2026 as an open specification for structuring knowledge as lightweight, human- and machine-readable files. Augury is releasing an industrial profile built on top of unmodified OKF, adding the specific conventions manufacturing needs to bring human judgment and operational context into AI reasoning. Discover more Engineering & Technology Digital Newspaper Access "Industrial AI cannot succeed on generic software code or raw machine telemetry alone, it requires real operational context that is human verified," said Anoop Mohan, Chief Product and Technology Officer of Augury. "The true bottleneck in plant-floor AI isn't model intelligence; it's capturing the unwritten wisdom of expert workers before they retire. The OKF Industrial Profile allows manufacturers to structure human experience, cause-and-effect relationships, and sensor-trust policies into version-controlled, auditable files. It gives AI agents the context they need to know when to act, and just as importantly, when not to act." A Human Reviewed & Verified Layer That Complements Plant Systems Existing industrial standards excel at what they were built for: ISA-95 for plant hierarchies and enterprise-to-control integration, ISA-88 for batch procedures and recipe models, and the Asset Administration Shell (AAS) for structured digital-twin data, while modern data lake houses govern data pipelines and semantic data modeling. Discover more Market Research Reports Business News Magazine Business News Subscription The OKF Industrial Profile operates alongside these foundations to solve a distinct problem: standardizing human judgment, provenance, and operational trust rules. Crucially, the profile dynamically references operating limits, setpoints, and live streams directly from their source systems without duplicating values, ensuring operational knowledge never drifts out of sync with physical assets. The OKF Industrial Profile introduces standard conventions for: * Human Operational Knowledge with Provenance: Operator heuristics captured with source receipts, verbatim quotes, contributor credentials, and human review status. * Data-Trust Policies: Explicit rules instructing AI agents how to handle stale or stuck telemetry feeds before making diagnostic recommendations. * Operational Relationships: Distinguishing actual cause-and-effect drivers from duplicate or redundant sensor signals. * Standards Mapping: An open convention that maps concepts to identifiers from existing plant-floor standards, such as ISA-95 for equipment or ISA-88 for procedures and works alongside whatever standards a site already uses. Building on Augury's Industrial AI Workforce The OKF Industrial Profile aligns directly with Augury's Industrial AI Workforce vision: bringing together machine data, operational context, and human expertise so AI agents can work safely alongside plant personnel. By establishing an open, human-readable and verifiable profile, industrial organizations can structure their know-how once and deploy it across any AI model, framework, or cloud - even remaining fully functional at disconnected edge plant sites. Discover more Small Business Software Business Formation "When we introduced the Open Knowledge Format, our goal was to establish a vendor-neutral standard for structuring context across enterprise workflows," said Praveen Rao, Global Head of Manufacturing Industry at Google Cloud. "Augury's contribution to the industrial profile demonstrates the power of open ecosystems. By unifying human operational expertise, sensor trust rules, and physical context within the OKF, this initiative enables AI agents to deliver safer, more reliable outcomes in manufacturing environments." Open Contribution and Availability To support broad community adoption, Augury is making the OKF Industrial Profile available today in a public repository under the Apache 2.0 license. Augury also intends to contribute the showcase bundle to the upstream OKF open-source project, following the project's contribution process and the pattern of its existing showcase bundles. The open release includes: * An industrial showcase knowledge bundle representing common plant assets and their operational relationships. * The OKF Industrial Profile conventions and vocabulary documentation. "In manufacturing, context is physical, mechanical, and deeply tied to worker experience," added Mohan. "We are contributing this profile openly to the ecosystem because industrial AI shouldn't be locked inside proprietary walled gardens; open conventions are the only way to achieve true interoperability across the plant floor." The OKF Industrial Profile conventions, developer guidelines, and reference bundles will be publicly available at GITHUB: https://github.com/augurysys/okf-industrial Discover more Stock Trading Platform About Augury A leading Industrial AI company, Augury helps the world's manufacturers leverage real-time production insights and data to drive new levels of efficiency. By combining predictive and prescriptive technology with operational data and customized AI agents, production teams can improve uptime, reduce costs, and maximize yield and capacity. Its mission is to transform how people and machines work together to push the boundaries of human productivity.
Augury has released the OKF Industrial Profile, an open-source manufacturing profile built on Google Cloud's Open Knowledge Format. The profile provides a standardised framework for capturing plant-floor operational knowledge, including worker expertise, process dynamics, and sensor-trust policies, to support AI agents in industrial environments. The profile addresses context fragmentation in manufacturing, where critical operational wisdom often remains undocumented or trapped in legacy systems. It works alongside existing industrial standards like ISA-95 and ISA-88 by focusing specifically on human judgment and operational trust rules. The profile dynamically references operating data from source systems without duplicating values, ensuring AI agents have access to current, human-verified information. Google Cloud introduced OKF in June 2026 as an open specification for structuring knowledge in human- and machine-readable formats.
Rockwell, Augury target AI insights. Rockwell Automation and industrial AI company Augury spotted an opportunity to help industries make sense of the vast pools of data the technology is now generating, teaming on a product focused on delivering usable information to manufacturers. The US-headquartered automation company explained the partnership with Augury would benefit businesses seeking to employ AI in predictive ways spanning maintenance, reliability and overall industrial performance. Rockwell Automation's own research indicates less than half of all data collected is being used in effective ways, despite the growing ability for AI to execute on the insights it provides. "Manufacturers don't need more alerts, they need a faster path to action," Angela Rapko, VP and GM of Visualisation and Asset Management at Rockwell Automation explained. The set-up uses relevant products from each company to provide the route highlighted by the executive: Rockwell Automation stated it enables manufacturers to go beyond "early issue detection and diagnosis". The Augury agent "continuously analyses machine conditions" for potential problems and generates ideas on how to avoid or fix them. Rockwell Automation's assistant is used to make sense of the recommendations to provide "maintenance workflows, work orders and orchestration of execution activities". Rockwell Automation indicated the partnership could be foundational in future agentic AI developments in addition to the companies' more practical aim of helping industrial players to improve the efficiency of their manufacturing operations. The companies aim to provide initial access to the set-up from September.
Rockwell Automation and Augury partner to improve industrial performance with agentic AI. Joint offering connects industrial AI insights, reliability recommendations, maintenance execution and production context to help manufacturers improve industrial performance and close the gap between insight and action. MILWAUKEE - July 23, 2026 - Rockwell Automation, Inc. (opens in new tab) (NYSE: ROK), the world's largest company dedicated to industrial automation and digital transformation, and Augury, a leader in industrial AI, today announced a strategic technology and go-to-market partnership designed to help manufacturers turn insights into action to improve reliability, maintenance execution, and industrial performance. Manufacturers today have access to more industrial data than ever before, yet many still struggle to turn insights into action. According to Rockwell Automation's 11th annual State of Smart Manufacturing Report, only 43% of collected data is being used effectively. As manufacturers increasingly invest in AI and digital technologies, the ability to connect insights with execution has become a key driver of industrial performance. The joint solution brings together Augury's Industrial AI Workforce with Rockwell Automation's AI infused portfolio including Fiix(R) computerized maintenance management system (CMMS) (opens in new tab) and FactoryTalk(R) Optix(TM) to help manufacturers move from early issue detection and diagnosis to maintenance planning, execution and continuous improvement through a connected reliability workflow. A key differentiator of the partnership is the integration between Augury's Reliability Agent and Rockwell's Fiix MAX, an AI-powered maintenance assistant. Together, these AI-powered agents help bridge the gap between identifying machine health risks and executing maintenance actions. Augury's Reliability Agent continuously analyzes machine conditions, detects emerging issues and recommends corrective actions, while Fiix MAX helps translate those recommendations into maintenance workflows, work orders and orchestration of execution activities - creating a more connected path from insight to action. "Manufacturers don't need more alerts - they need a faster path to action," said Angela Rapko, vice president and general manager, Visualization and Asset Management at Rockwell Automation. "By integrating Augury's Reliability Agent with Fiix MAX, we're connecting machine health intelligence directly to maintenance execution. Together, we're helping customers reduce the time between identifying a problem and resolving it while creating the foundation for future AI-driven maintenance workflows." The partnership also creates a foundation for new agentic workflows. Building on Rockwell Automation's existing condition-based maintenance and industrial performance capabilities enabled through Fiix and FactoryTalk Optix, the integration of Augury's AI capabilities provides additional insights. By connecting machine health insights and production data, customers can better prioritize and act on the improvements most likely to increase plant performance, extending the value of industrial AI beyond maintenance and into day-to-day operations. "Manufacturers need AI that fits into how they operate. We built the Industrial AI Workforce to put trusted industrial intelligence in the hands of front-line teams. Partnering with Rockwell brings that intelligence with the systems that manufacturers rely on every day, making it easier to move from understanding what's happening to executing the right action," says Elan Greenberg, Augury CEO. The initial offer is expected to be available in September. Additional details regarding availability and commercialization plans will be shared closer to launch. About Rockwell Automation. Rockwell Automation, Inc. (NYSE: ROK), is a global leader in industrial automation and digital transformation. Fiix Inc. connect the imaginations of people with the potential of technology to expand what is humanly possible, making the world more productive and more sustainable. Headquartered in Milwaukee, Wisconsin, Rockwell Automation employs approximately 26,000 problem solvers dedicated to its customers in more than 100 countries. To learn more about how Fiix Inc. is bringing the Connected Enterprise(R) to life across industrial enterprises, visit www.rockwellautomation.com (opens in new tab). About Augury. A leading Industrial AI company, Augury helps the world's manufacturers leverage real-time production insights to drive new levels of efficiency. By combining predictive and prescriptive AI technologies with industry expertise, production teams can proactively address alerts, minimize downtime, reduce asset costs, and maximize yield and capacity. Its customers achieve payback in six months or less, enabling global scale. Its mission is to transform how people and machines work together to push the boundaries of human productivity.
Rockwell Automation and Augury partner to improve industrial performance with agentic AI. Joint offering connects industrial AI insights, reliability recommendations, maintenance execution and production context to help manufacturers improve industrial performance and close the gap between insight and action. MILWAUKEE - July 23, 2026 - Rockwell Automation, Inc. (NYSE: ROK), the world's largest company dedicated to industrial automation and digital transformation, and Augury , a leader in industrial AI, today announced a strategic technology and go-to-market partnership designed to help manufacturers turn insights into action to improve reliability, maintenance execution and industrial performance. Manufacturers today have access to more industrial data than ever before, yet many still struggle to turn insights into action. According to Rockwell Automation's 11th annual State of Smart Manufacturing Report, only 43% of collected data is being used effectively. As manufacturers increasingly invest in AI and digital technologies, the ability to connect insights with execution has become a key driver of industrial performance. The joint solution brings together Augury's Industrial AI Workforce with Rockwell Automation's AI infused portfolio including Fiix(R) computerized maintenance management system (CMMS) and FactoryTalk(R) Optix(TM) to help manufacturers move from early issue detection and diagnosis to maintenance planning, execution and continuous improvement through a connected reliability workflow. A key differentiator of the partnership is the integration between Augury's Reliability Agent and Rockwell's Fiix MAX, an AI-powered maintenance assistant. Together, these AI-powered agents help bridge the gap between identifying machine health risks and executing maintenance actions. Augury's Reliability Agent continuously analyzes machine conditions, detects emerging issues and recommends corrective actions, while Fiix MAX helps translate those recommendations into maintenance workflows, work orders and orchestration of execution activities - creating a more connected path from insight to action. "Manufacturers don't need more alerts - they need a faster path to action," said Angela Rapko, vice president and general manager, Visualization and Asset Management at Rockwell Automation. "By integrating Augury's Reliability Agent with Fiix MAX, we're connecting machine health intelligence directly to maintenance execution. Together, we're helping customers reduce the time between identifying a problem and resolving it while creating the foundation for future AI-driven maintenance workflows." The partnership also creates a foundation for agentic workflows. Building on Rockwell Automation's existing condition-based maintenance and industrial performance capabilities enabled through Fiix and FactoryTalk Optix, the integration of Augury's AI capabilities provides additional insights. By connecting machine health insights and production data, customers can better prioritize and act on the improvements most likely to increase plant performance, extending the value of industrial AI beyond maintenance and into day-to-day operations. "Manufacturers need AI that fits into how they operate. We built the Industrial AI Workforce to put trusted industrial intelligence in the hands of front-line teams. Partnering with Rockwell brings that intelligence with the systems that manufacturers rely on every day, making it easier to move from understanding what's happening to executing the right action," says Elan Greenberg, Augury CEO. The initial offer is expected to be available in September. Additional details regarding availability and commercialization plans will be shared closer to launch. Published July 23, 2026 About Rockwell Automation Rockwell Automation, Inc. (NYSE: ROK), is a global leader in industrial automation and digital transformation. Rockwell Automation, Inc. connect the imaginations of people with the potential of technology to expand what is humanly possible, making the world more productive and more sustainable. Headquartered in Milwaukee, Wisconsin, Rockwell Automation employs approximately 26,000 problem solvers dedicated to its customers in more than 100 countries as of fiscal year end 2025. To learn more about how Rockwell Automation, Inc. is bringing the Connected Enterprise(R) to life across industrial enterprises, visit www.rockwellautomation.com. About Augury A leading Industrial AI company, Augury helps the world's manufacturers leverage real-time production insights to drive new levels of efficiency. By combining predictive and prescriptive AI technologies with industry expertise, production teams can proactively address alerts, minimize downtime, reduce asset costs, and maximize yield and capacity. Its customers achieve payback in six months or less, enabling global scale. Its mission is to transform how people and machines work together to push the boundaries of human productivity. Media contact. Chaya Jacobs
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About Augury
Industries
Company Size
201-500
Company Stage
Series F
Total Funding
$369M
Headquarters
New York City, New York
Founded
2011
Augury is Hiring for 13 Jobs on Simplify!
Find jobs on Simplify and start your career today