https://www.delfers.com/resources Industrial AI, OT engineering, solution briefs, digital twin, computer vision and enterprise IoT perspectives from Delfers. en-us Wed, 29 Jul 2026 10:00:00 +0000 https://www.delfers.com/resources/visionx-quality-inspection-and-traceability https://www.delfers.com/resources/visionx-quality-inspection-and-traceability Wed, 29 Jul 2026 00:00:00 +0000 Solution brief A production-grade vision pattern combining camera engineering, edge inference, verification, evidence and line integration. https://www.delfers.com/resources/visionx-ppe-and-industrial-safety-monitoring https://www.delfers.com/resources/visionx-ppe-and-industrial-safety-monitoring Wed, 29 Jul 2026 00:00:00 +0000 Solution brief A governed vision pattern for detecting defined safety conditions while preserving review, evidence and operating context. https://www.delfers.com/resources/sentrix-shift-handover-and-operational-briefing https://www.delfers.com/resources/sentrix-shift-handover-and-operational-briefing Wed, 29 Jul 2026 00:00:00 +0000 Solution brief A cited operational-briefing pattern that connects alarms, events, asset state and human notes without inventing missing context. https://www.delfers.com/resources/sentrix-maintenance-troubleshooting-with-cited-evidence https://www.delfers.com/resources/sentrix-maintenance-troubleshooting-with-cited-evidence Wed, 29 Jul 2026 00:00:00 +0000 Solution brief A human-approved troubleshooting pattern that brings alarms, trends, asset context and procedures into one evidence-linked investigation. https://www.delfers.com/resources/sensx-rotating-equipment-condition-monitoring https://www.delfers.com/resources/sensx-rotating-equipment-condition-monitoring Wed, 29 Jul 2026 00:00:00 +0000 Solution brief A practical pattern for connecting vibration, temperature, motor-current and ultrasound signals to an owned maintenance workflow. https://www.delfers.com/resources/sensx-cold-chain-and-storage-condition-monitoring https://www.delfers.com/resources/sensx-cold-chain-and-storage-condition-monitoring Wed, 29 Jul 2026 00:00:00 +0000 Solution brief A site pattern for monitoring temperature, humidity, door state, power and equipment health across distributed storage environments. https://www.delfers.com/resources/from-alarm-floods-to-owned-operational-workflows https://www.delfers.com/resources/from-alarm-floods-to-owned-operational-workflows Wed, 29 Jul 2026 00:00:00 +0000 Operations perspective 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. https://www.delfers.com/resources/cortex-production-scenario-and-process-optimization https://www.delfers.com/resources/cortex-production-scenario-and-process-optimization Wed, 29 Jul 2026 00:00:00 +0000 Solution brief A governed pattern for evaluating production changes before applying them to the live process. https://www.delfers.com/resources/cortex-energy-and-operational-digital-twin https://www.delfers.com/resources/cortex-energy-and-operational-digital-twin Wed, 29 Jul 2026 00:00:00 +0000 Solution brief Connect production, utility and asset context so energy intensity can be interpreted alongside what the plant was actually doing. https://www.delfers.com/resources/why-industrial-ai-needs-operational-context https://www.delfers.com/resources/why-industrial-ai-needs-operational-context Tue, 28 Jul 2026 00:00:00 +0000 Perspective AI becomes useful on the plant floor only when recommendations are grounded in assets, process history, operating limits and human decisions. https://www.delfers.com/resources/production-grade-computer-vision-is-a-system-not-a-model https://www.delfers.com/resources/production-grade-computer-vision-is-a-system-not-a-model Tue, 28 Jul 2026 00:00:00 +0000 Engineering note Reliable industrial vision depends on optics, lighting, edge compute, verification, model lifecycle and production integration working as one engineered system. https://www.delfers.com/resources/the-ot-to-ai-reference-architecture https://www.delfers.com/resources/the-ot-to-ai-reference-architecture Mon, 27 Jul 2026 00:00:00 +0000 Architecture guide A practical architecture for moving from plant signals to governed intelligence without bypassing industrial security, context or human control. https://www.delfers.com/resources/industrial-data-readiness-checklist https://www.delfers.com/resources/industrial-data-readiness-checklist Sun, 26 Jul 2026 00:00:00 +0000 Practical checklist A structured way to assess signals, context, quality, ownership, history and deployment constraints before beginning an industrial AI use case. https://www.delfers.com/resources/inside-cortex-from-signal-to-scenario https://www.delfers.com/resources/inside-cortex-from-signal-to-scenario Sat, 25 Jul 2026 00:00:00 +0000 Product demonstration A guided view of how Cortex connects live plant context, digital twin models and governed what-if analysis for operational teams. https://www.delfers.com/resources/digital-twins-that-know-when-not-to-answer https://www.delfers.com/resources/digital-twins-that-know-when-not-to-answer Fri, 24 Jul 2026 00:00:00 +0000 Engineering note A trustworthy digital twin should communicate the basis, range and confidence of every simulation, and refuse when no defensible basis exists. https://www.delfers.com/resources/delfers-engineering-briefing https://www.delfers.com/resources/delfers-engineering-briefing Thu, 23 Jul 2026 00:00:00 +0000 Delfers update A concise periodic briefing with practical industrial AI perspectives, new guides, demonstrations and product updates from the Delfers engineering teams. https://www.delfers.com/resources/edge-ai-versus-cloud-ai-for-industrial-operations https://www.delfers.com/resources/edge-ai-versus-cloud-ai-for-industrial-operations Mon, 20 Jul 2026 00:00:00 +0000 Architecture The right deployment pattern depends on latency, connectivity, data sovereignty, model lifecycle and the operational consequence of delay. https://www.delfers.com/resources/four-products-one-operational-intelligence-layer https://www.delfers.com/resources/four-products-one-operational-intelligence-layer Sat, 18 Jul 2026 00:00:00 +0000 Video A concise view of how SensX, Cortex, VisionX and Sentrix connect sensing, modelling, visual evidence and human-approved decisions. https://www.delfers.com/resources/inside-visionx-production-grade-computer-vision https://www.delfers.com/resources/inside-visionx-production-grade-computer-vision Wed, 15 Jul 2026 00:00:00 +0000 Product demonstration See how cameras, lighting, edge inference, verification workflows and operational integration come together on the production line. https://www.delfers.com/resources/industrial-ai-for-the-real-world https://www.delfers.com/resources/industrial-ai-for-the-real-world Fri, 10 Jul 2026 00:00:00 +0000 Field guide A practical guide to connecting OT systems, industrial data, AI and human decisions without losing the realities of the plant floor. https://www.delfers.com/resources/delfers-platform-guide https://www.delfers.com/resources/delfers-platform-guide Mon, 06 Jul 2026 00:00:00 +0000 Product guide A clear introduction to SensX, Cortex, VisionX and Sentrix, including where each product starts and how they work together. https://www.delfers.com/resources/introducing-sensx https://www.delfers.com/resources/introducing-sensx Wed, 01 Jul 2026 00:00:00 +0000 Product update Delfers adds an enterprise IoT and industrial sensing platform focused on asset intelligence, alarm ownership and honest operating states.