Help teams understand abnormal situations faster without changing who is accountable.
What you get
- Trusted inputs - validated alarm data with operational context
- Governed AI access - scoped use, traceability, explainability
- Model abstraction - use one model today, evolve over time
- Human control preserved through insight, not automated action
What It Does
A governed gateway between operational alarms and AI models
Focused, high-trust capabilities that improve understanding and reduce time to diagnosis – without changing who is accountable.
Make AI usable in alarm management – without compromising safety or trust. ProcessVue AI Gateway is the controlled interface between trusted alarm and event data and AI models. The models do the reasoning. The Gateway makes it safe, relevant, governed, and explainable.
Sequence understanding
AI models explain sequences and relationships in alarm floods - with Gateway-scoped context.
Recurring pattern detection
Surface recurring clusters and hidden patterns operators do not notice over time.
Faster learning
Support post-incident review with contextual summaries and traceable reasoning paths.
Trusted and validated data
Start where trust already exists: alarms
Alarm data is uniquely valuable because it reflects real abnormal situations, process intent, and operator interaction. When alarms are rationalized and governed, they become an AI-ready signal.
For years, ProcessVue has helped industrial organizations improve performance through effective alarm management. That expertise is embedded in the ProcessVue AI Gateway. It combines deep industry experience, proven methodologies, and alignment with recognized alarm management standards to ensure the data is structured, validated, and trustworthy before AI is applied.
Built on a strong alarm management foundation, the ProcessVue AI Gateway helps teams improve alarm quality, unlock deeper insights, and deliver measurable operational value from data they can trust. It brings together structured alarm data, rich metadata, and operational context from across all your alarm systems, not just a single source, creating a unified and consistent view. Through a customisable reporting hierarchy, this data is organised to reflect how your plant actually operates, ensuring it is meaningful and contextualised before it is ever presented to AI. We do not make AI smarter; we ensure it receives the right data, structure, and context to produce reliable, relevant insight.
We make its inputs trustworthy. The models perform the analysis. The ProcessVue AI Gateway ensures they are working from governed, contextualized, and safe alarm data.
Validation
Rationalization, time alignment, provenance.
Context
Sequences, operating modes, operator actions.
Trust and adoption
AI you can adopt responsibly
Industrial teams are right to be cautious: AI can sound like a black box, uncontrolled automation, or a safety risk. ProcessVue AI Gateway addresses that gap by creating a secure, governed interface where AI models can be used responsibly – starting with the most trusted operational signal you already have: alarms.
Importantly, the ProcessVue AI Gateway does not automate decisions or replace operators.
It provides governed insight and explanation, while preserving human authority and accountability.
The models do the reasoning
the gatEWAY makes it possible
ProcessVue AI Gateway prepares and governs the interaction between your alarm platform and one or more AI models. It scopes what the model can see, provides the right operational context, and returns answers in a way that supports explainability and operator confidence.
1. Scope and package
Select the relevant alarms and events, time windows, and operational context – so the model reasons on the right slice of reality.
2. Govern and control
Apply access control, guardrails, and traceability – so AI usage fits OT expectations and safety culture.
3. Return insight
Deliver answers and explanations to operators and engineers – without automating decisions or changing accountability.
Example Questions
Questions AI models can answer once the Gateway provides trusted context
Pattern and sequence
- Why do these alarms always occur together?
- What usually happens before this alarm?
- Is this sequence common or unusual?
Learning and improvement
- Have we seen this situation before - and how was it handled?
- What changed when this flood started?
- What are the top recurring contributors to nuisance alarms?
The Safe Path to AI in Industrial Operations
The ProcessVue AI Gateway provides a low-risk, high-return entry point into AI exploration for industrial operations. It offers a practical way to begin your AI journey, using trusted alarm data within a controlled and governed environment. ProcessVue’s unique passive architecture makes it the ideal place to introduce AI in OT without the usual risks or operational consequences. Alarms are structured assets that already provide valuable insight into process behaviour and are trusted by operators and engineers alike. By leveraging this foundation, ProcessVue allows organisations to demonstrate the real value of AI safely, acting as a proven starting point for how AI can enhance understanding, improve performance, and unlock additional operational value.
Trusted starting point
Alarm management is engineered, audited, standards-driven – a safe space for practical AI adoption.
Clear AI definition
AI equals reasoning, pattern recognition, and contextual Q&A over validated data – not autonomous control.
Future-proof by design
Gateway architecture supports new models, copilots, agents, and integrations without changing your foundation.
Architecture
A governed gateway between the process and AI models
Gateway is intentional: it implies mediation, control, security, and abstraction. The AI Gateway defines the boundary where intelligence can enter and exit the process – safely.
Trusted, validated alarm data
- DCS / PLC / SCADA
- Alarms and events
ProcessVue Alarm Platform
- Trusted, validated alarm data
- Operational context and semantics
- Governance and auditability
ProcessVue AI Gateway
- Scope and context packaging
- Governance, access control, guardrails
- Prompt and response management
- Model abstraction and traceability
AI Models / Chatbots
- Reasoning and language output
Operators and Engineers
- Insights and explanations
The Gateway defines the boundary: it scopes data and governs AI interaction; the models provide the reasoning and natural-language output.
ProcessVue Blog
Industrial AI Insights
AI Gateway
Frequently asked questions
No. The AI Gateway enables AI models to provide insights and explanations over scoped alarm context. Operator and engineering authority is preserved.
In the AI models and chatbots. The ProcessVue AI Gateway makes that capability usable in OT by packaging trusted context, enforcing governance, and returning explainable outputs.
Alarm data is engineered and governed. It reflects abnormal situations, process intent, and operator interaction – making it a trusted starting point for responsible AI adoption.
No. The Gateway provides model abstraction so you can adopt one model today and evolve over time as capabilities and requirements change.
The messaging is conservative by design. AI here means reasoning, pattern recognition, and contextual Q and A over validated alarm data – not autonomous automation or black-box control.
Ready to See AI Gateway in Action?
Book a walkthrough demo to see how AI Gateway can help you turn alarm data into actionable insights, helping teams understand abnormal situations faster.
- Trusted inputs - validated alarm data with operational context
- Governed AI access - scoped use, traceability, explainability
- Model abstraction - use one model today, evolve over time