Featured architecture guide
The OT-to-AI reference architecture
A practical architecture for moving from plant signals to governed intelligence without bypassing industrial security, context or human control.
Read the guide →
Delfers resources
Ideas for people buildingand operating thephysical world.
Practical perspectives, product demonstrations, engineering guides and updates across industrial AI, OT systems, digital twins, computer vision and enterprise IoT.
Written for operating teams, engineering leaders and transformation owners
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Verified depth
Know what each resource is claiming.
Every resource is classified by evidence level, reviewed by Delfers Product and Engineering, and linked to primary technical references where relevant.
Product capabilityApproved Delfers functionality and product behaviour.
Engineering guidanceRecommended architecture or operating practice.
Field experienceAnonymized delivery pattern without customer-identifying detail.
Verified customer resultPublished only when an approved measurement source exists.
Solution briefs
From operating problem to governed workflow.
Eight detailed patterns across sensing, digital twins, computer vision and agentic AI. Capabilities are separated from outcomes that require site evidence.
Solution brief
Engineering guidance
Maintenance troubleshooting with cited evidence in Sentrix
A human-approved troubleshooting pattern that brings alarms, trends, asset context and procedures into one evidence-linked investigation.
Jul 29, 2026Explore →
Solution brief
Product capability
Rotating equipment condition monitoring with SensX
A practical pattern for connecting vibration, temperature, motor-current and ultrasound signals to an owned maintenance workflow.
Jul 29, 2026Explore →
Solution brief
Product capability
Shift handover and operational briefing with Sentrix
A cited operational-briefing pattern that connects alarms, events, asset state and human notes without inventing missing context.
Jul 29, 2026Explore →
Solution brief
Engineering guidance
PPE and industrial safety monitoring with VisionX
A governed vision pattern for detecting defined safety conditions while preserving review, evidence and operating context.
Jul 29, 2026Explore →
Solution brief
Product capability
Quality inspection and traceability with VisionX
A production-grade vision pattern combining camera engineering, edge inference, verification, evidence and line integration.
Jul 29, 2026Explore →
Solution brief
Engineering guidance
Production scenario and process optimization with Cortex
A governed pattern for evaluating production changes before applying them to the live process.
Jul 29, 2026Explore →
Solution brief
Product capability
Energy and operational digital twin with Cortex
Connect production, utility and asset context so energy intensity can be interpreted alongside what the plant was actually doing.
Jul 29, 2026Explore →
Solution brief
Engineering guidance
Cold-chain and storage-condition monitoring with SensX
A site pattern for monitoring temperature, humidity, door state, power and equipment health across distributed storage environments.
Jul 29, 2026Explore →
Explore by operating question
Start with the decision in front of your team.
Each collection brings together architecture, operating guidance and demonstrations around a practical industrial problem.
01
Connect and operate distributed assets
Industrial sensing, alarm ownership, asset models and on-site resilience.
Explore SensX resources → 02Model the plant and evaluate change
Operational context, digital twins, scenario basis and governed steering.
Explore Cortex resources → 03See quality, safety and process conditions
Camera engineering, edge inference, verification and production integration.
Explore VisionX resources → 04Turn context into reviewed action
Cited findings, operational reasoning, human approval and agent workflows.
Explore Sentrix resources →Latest from Delfers
Engineering perspective, without the marketing fog.
Each resource is designed to help teams make a clearer architecture, deployment or operating decision.
Solution brief
Engineering guidance
Maintenance troubleshooting with cited evidence in Sentrix
A human-approved troubleshooting pattern that brings alarms, trends, asset context and procedures into one evidence-linked investigation.
Jul 29, 2026Explore →
Solution brief
Product capability
Rotating equipment condition monitoring with SensX
A practical pattern for connecting vibration, temperature, motor-current and ultrasound signals to an owned maintenance workflow.
Jul 29, 2026Explore →
Solution brief
Product capability
Shift handover and operational briefing with Sentrix
A cited operational-briefing pattern that connects alarms, events, asset state and human notes without inventing missing context.
Jul 29, 2026Explore →
Solution brief
Engineering guidance
PPE and industrial safety monitoring with VisionX
A governed vision pattern for detecting defined safety conditions while preserving review, evidence and operating context.
Jul 29, 2026Explore →
Solution brief
Product capability
Quality inspection and traceability with VisionX
A production-grade vision pattern combining camera engineering, edge inference, verification, evidence and line integration.
Jul 29, 2026Explore →
Solution brief
Engineering guidance
Production scenario and process optimization with Cortex
A governed pattern for evaluating production changes before applying them to the live process.
Jul 29, 2026Explore →
Solution brief
Product capability
Energy and operational digital twin with Cortex
Connect production, utility and asset context so energy intensity can be interpreted alongside what the plant was actually doing.
Jul 29, 2026Explore →
Solution brief
Engineering guidance
Cold-chain and storage-condition monitoring with SensX
A site pattern for monitoring temperature, humidity, door state, power and equipment health across distributed storage environments.
Jul 29, 2026Explore →
Operations perspective
Engineering guidance
From alarm floods to owned operational workflows
An alarm should become accountable work with an owner, a clock, evidence and a clear path to closure, not another red dot on a crowded screen.
Jul 29, 2026Explore →
Perspective
Engineering guidance
Why industrial AI needs operational context
AI becomes useful on the plant floor only when recommendations are grounded in assets, process history, operating limits and human decisions.
Jul 28, 2026Explore →
Engineering note
Engineering guidance
Production-grade computer vision is a system, not a model
Reliable industrial vision depends on optics, lighting, edge compute, verification, model lifecycle and production integration working as one engineered system.
Jul 28, 2026Explore →
Architecture guide
Engineering guidance
The OT-to-AI reference architecture
A practical architecture for moving from plant signals to governed intelligence without bypassing industrial security, context or human control.
Jul 27, 2026Explore →
Practical checklist
Engineering guidance
Industrial data readiness checklist
A structured way to assess signals, context, quality, ownership, history and deployment constraints before beginning an industrial AI use case.
Jul 26, 2026Explore →
Product demonstration
Product capability
Inside Cortex: from signal to scenario
A guided view of how Cortex connects live plant context, digital twin models and governed what-if analysis for operational teams.
Jul 25, 2026Watch →
Engineering note
Engineering guidance
Digital twins that know when not to answer
A trustworthy digital twin should communicate the basis, range and confidence of every simulation, and refuse when no defensible basis exists.
Jul 24, 2026Explore →
Delfers update
Product capability
Introducing the Delfers Engineering Briefing
A concise periodic briefing with practical industrial AI perspectives, new guides, demonstrations and product updates from the Delfers engineering teams.
Jul 23, 2026Explore →
Architecture
Engineering guidance
Edge AI versus cloud AI for industrial operations
The right deployment pattern depends on latency, connectivity, data sovereignty, model lifecycle and the operational consequence of delay.
Jul 20, 2026Explore →
Video
Product capability
Four products. One operational intelligence layer.
A concise view of how SensX, Cortex, VisionX and Sentrix connect sensing, modelling, visual evidence and human-approved decisions.
Jul 18, 2026Watch →
Product demonstration
Product capability
Inside VisionX: production-grade computer vision
See how cameras, lighting, edge inference, verification workflows and operational integration come together on the production line.
Jul 15, 2026Watch →
Field guide
Engineering guidance
Industrial AI for the real world
A practical guide to connecting OT systems, industrial data, AI and human decisions without losing the realities of the plant floor.
Jul 10, 2026Explore →
Product guide
Engineering guidance
The Delfers platform guide
A clear introduction to SensX, Cortex, VisionX and Sentrix, including where each product starts and how they work together.
Jul 6, 2026Explore →
Product update
Product capability
Introducing SensX
Delfers adds an enterprise IoT and industrial sensing platform focused on asset intelligence, alarm ownership and honest operating states.
Jul 1, 2026Explore →
0
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Explore by platform
Four focused products. One operational intelligence layer.
Start with the operating problem in front of you, then scale on a shared foundation for sensing, modelling, visual evidence and human-approved decisions.
Delfers Engineering Briefing
Useful industrial thinking, sent when there is a reason to read it.
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Bring the operating question. We will help define the path.
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