Augury AI Architecture

Solve Problems Faster, With AI That Knows Your Plant

Identify issues early, get clear next steps, and let agents take approved action, all built on an Industrial Context Graph your experts can inspect and verify.

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Your data shows what happened. You control what’s next. 

Augury’s Industrial Context Graph maps relationships across OT and IT data, assets, processes, and expert knowledge. Every agentic action, insight, and diagnosis builds on that connected picture, so recommendations fit your plant and can continuously improve.

Industry’s human-readable context graph

From source systems to governed action

Connecting your systems makes data accessible. Understanding it takes more. Augury’s Industrial Context Engine combines OT and IT data with your team’s expertise to build the industry’s first human-readable Industrial Context Graph, creating a trusted foundation for AI agents and approved workflows.

Your experts can review AI recommendations, correct what’s wrong, and confirm what’s right, and every change flows back in. AI agents and insights work from that same knowledge, giving you an Industrial AI Workforce that acts on what your team knows to be true.

Root cause analysis AI

The investigation starts before you ask

Augury has always paired AI with expert verification. Now your team gets that advantage every day, with insights that spot issues early and agents that investigate.

  • Detect and investigate

    AI agents flag changes and work through likely causes, drawing on context from across your operation

  • Understand and verify

    Inspect the evidence behind each finding, validate the knowledge agents use, and improve future investigations

  • Decide and act

    Receive clear recommendations and take informed action through supported workflows

Production-proof AI

Built to understand your plant. Designed to scale your AI.

Your team knows how your plants run. Augury puts that knowledge behind Industrial AI you can inspect, control, and roll out to every site.

  • Transparent, auditable AI

    Shows what the AI knows in plain English, so experts can correct it and see the context behind every result.
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  • Plant-tuned machine learning

    Proven in 800+ facilities, models are tuned to each plant to detect anomalies, classify faults, and find optimizations.
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  • Governed agentic workflows

    AI agents investigate issues and recommend next steps within approved workflows, keeping automation under your control.
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  • Works with existing architecture

    Builds on the systems you already use, leaving data where it lives so AI can scale across sites without reworking the stack.
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Industrial ecosystem

Partners that strengthen the Context Engine

Our partner ecosystem extends the Industrial Context Engine, from the cloud and reasoning behind it to the industrial systems where Augury’s Industrial AI Workforce takes action.

  • “Augury’s contribution to the industrial profile demonstrates the power of open ecosystems.”

    Praveen Rao

    Global Head of Manufacturing Industry, Google Cloud

  • Google Cloud

    Reasoning and open context

    The Industrial AI Workforce runs on Google Cloud, with Gemini powering the reasoning layer. Augury’s OKF Industrial Profile extends Google Cloud’s Open Knowledge Format to make plant context open, portable, and auditable.

  • Rockwell Automation

    From insight to execution

    Augury’s Reliability Agent works with Rockwell’s Fiix MAX, turning context-grounded recommendations into maintenance workflows and work orders.

  • AVEVA

    Richer operational context

    Augury’s machine insights integrate into AVEVA CONNECT, combining machine health with AVEVA’s operational context to enrich the Industrial Context Graph agents reason over.

Explore our partner ecosystem

Your plant runs on what your people know. Now your AI does too.

Put that knowledge to work with an Industrial AI Workforce you can scale with confidence.

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FAQs

  • An Industrial Context Graph is a human-readable semantic model of relationships among equipment, processes, materials, operating conditions, and operational knowledge. It lets experts inspect, verify, and correct the context AI agents use.

  • Augury connects operational and enterprise data, then adds shared context for teams and agents. Underlying systems remain systems of record, and AI agents can act across multiple systems and agentic workflows.

  • Data is continuously ingested and modeled so that it is accurate and verifiable to real-time production. Your team can inspect and correct the graph’s human-readable representation and verify accuracy, source, and reasoning. Those corrections become validated context for later investigations.

  • A manufacturing agent is an AI system that uses industrial data and context to investigate issues, identify likely causes, and support operational workflows. It operates within the thresholds, approvals, and operating constraints you define. Every action remains traceable.