Why Industrialens

The challengeThe potential value of generative AI for industry is undeniable, but delivering real world applications on the plant floor is not straightforward.Industrialens makes GenAI work for operations where context is everything.Industrialens combines a comprehensive operational knowledge graph with context augmented generation (CAG) to give GenAI a complete, trustworthy digital representation of your facility.

Architecture

From data to context rich AI

Data sources

Shift logs & handovers
Messaging groups
Lab reports & PDFs
SCADA & OT feeds
Spreadsheets & SOPs

Operational knowledge graphA unified graph combining IT, operational, and engineering context into one trustworthy view of your facility.

Context augmented generation

Domain specific informationContext augmented generationPrevious interactions & user data

CAG layers domain specific information, prior interactions, and user context on top of raw data, so answers reflect how your plant actually runs.

Generative AI

More accurate, more powerful applications built on a complete digital representation of operational reality.

Agents

Specialized operational agents

With the right context, Industrialens develops specialized industrial agents tailored to domain specific insights, automating complex, operations relevant tasks that generic chatbots cannot safely handle.

Generative AIFoundation models, grounded in your operational context.

Specialized operational agents

Root cause analysis agent

OT data agent

Procedures & SOP agent

Shift handover agent

Maintenance specialist agent

Event & alarm enrichment agent

Capabilities

AI powered autonomous operations

Operational data search

Live operations canvas

No code analytics

Start with plain language search, configurable dashboards, and shift level KPIs without standing up a new BI stack.

Shift handover automation

Maintenance planning

Production optimization

Root cause analysis

Event triage & escalation

Tailored enterprise workflows

Deploy proven patterns across units and sites, then extend them for the workflows your teams already run every day.

Out of the box agents

Low code builder

Training & optimization

Monitoring & improvement

An operations agent workbench on top of your unified data, from model selection through deployment, monitoring, and continuous improvement.

Impact

Outcomes that compound

Virtual employees for every roleSpecialized agents support process engineers, field workers, maintenance teams, and other data consumers, optimizing workflows to increase efficiency, reduce costs, and improve operational accuracy.

Complex operations, greater accuracyAutomate decision support and multi step workflows so teams carry out more complex operations with confidence.

Measurable operational impactOrganizations using industrial agents can accelerate operational efficiency and unlock EBITDA improvements of more than 25%.

Bottom line: Get the most out of GenAI for industry with Industrialens, from unified data to deployed agents on the floor.