https://hazardx.agreshagrawal.com https://hazardx.agreshagrawal.com/images/product/hazardx-hero-node-wide.jpg An Alfa HazardX node on dark rock under low light, its display showing live particulate, CO2, TVOC, temperature and humidity readings beside a trend chart and a system-online indicator. https://hazardx.agreshagrawal.com/images/product/hazardx-sensor-head-portrait.jpg The production sensor head: the combustible-gas, air-quality and carbon-monoxide elements seated in machined bezels, each labelled on the enclosure wall. https://hazardx.agreshagrawal.com/images/product/hazardx-cutaway-portrait.jpg The production Alfa HazardX node with its lid sectioned away, showing the status display, sensor boards and wiring loom inside the machined enclosure. https://hazardx.agreshagrawal.com/images/bench/alfa-hazardx-v1-bench.jpg The Alfa HazardX v1 reference build outdoors on a brick ledge: a hand-built enclosure with a clear lid over the board, a dot-matrix display and a coloured wiring loom, with the gas-sensing elements mounted through the side wall. https://hazardx.agreshagrawal.com/images/product/hazardx-deployment-production-line.jpg An Alfa HazardX node mounted on a structural beam above the central aisle of a production hall, with machinery, extraction ducting and control panels running down both sides. https://hazardx.agreshagrawal.com/images/product/hazardx-deployment-chemical-plant.jpg A ceiling-mounted Alfa HazardX node on a drop bracket above the aisle of a process hall, with rows of large stainless steel pressure vessels and their flanged manways on either side. https://hazardx.agreshagrawal.com/images/product/hazardx-deployment-solvent-store.jpg An Alfa HazardX node on a ceiling drop mount above the central aisle of a solvent store, with stacked steel drums on one side and racked containers and a forklift on the other. https://hazardx.agreshagrawal.com/logo-mark.png Alfa HazardX logo https://hazardx.agreshagrawal.com/images/patent/alfa-hazardx-patent-filing-receipt.jpg The Patent Office record for Indian patent application 202641098309, ALFA HAZARDX - A System and Method for Predictive Multi-Sensor Industrial Hazard Monitoring and Generative AI-Assisted Hazard Analysis, filed 13 August 2026 and published 21 August 2026. The applicant's address and email addresses are redacted. https://hazardx.agreshagrawal.com/about https://hazardx.agreshagrawal.com/images/product/hazardx-platform-composite.jpg The Alfa HazardX platform: the field node alongside the operator dashboard it streams to. https://hazardx.agreshagrawal.com/ai-in-safety-critical-systems https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-system-architecture.png Alfa HazardX system architecture: the field node decides - eleven sensing channels, threshold evaluation, risk classification and the local siren - then the platform correlates, the AI layer explains, and the operator acts. https://hazardx.agreshagrawal.com/ai-safety-devices https://hazardx.agreshagrawal.com/images/product/hazardx-internals.jpg Inside an Alfa HazardX AI safety device: the node controller, sensor wiring harness, cooling fan and battery pack that run detection on the node. https://hazardx.agreshagrawal.com/apply https://hazardx.agreshagrawal.com/images/product/hazardx-v2-hero.jpg The Alfa HazardX node, the hardware new joiners work on: a machined enclosure with its sensor board under a window in the lid and a live display of gas, temperature and humidity readings. https://hazardx.agreshagrawal.com/buy/alfa-hexa https://hazardx.agreshagrawal.com/images/product/hazardx-gas-sensors-portrait.jpg The Alfa HazardX sensor head: the combustible-gas, air-quality and carbon-monoxide elements seated in machined bezels. https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg The Alfa HazardX node photographed at three-quarters against a dark ground, showing the machined enclosure, the glazed sensor bay, the front cable gland and the angled status display reading live air-quality channels. https://hazardx.agreshagrawal.com/images/product/hazardx-cutaway-portrait.jpg The production Alfa HazardX node with its lid sectioned away, showing the status display, sensor boards and wiring loom inside the machined enclosure. https://hazardx.agreshagrawal.com/images/product/hazardx-sensor-head-portrait.jpg The Alfa HazardX sensor head: the combustible-gas, air-quality and carbon-monoxide elements seated in machined bezels. https://hazardx.agreshagrawal.com/images/product/hazardx-deployment-chemical-plant.jpg A ceiling-mounted Alfa HazardX node on a drop bracket above the aisle of a process hall, with rows of large stainless steel pressure vessels and their flanged manways on either side. https://hazardx.agreshagrawal.com/carbon-monoxide-monitoring https://hazardx.agreshagrawal.com/images/product/hazardx-deployment-chemical-plant.jpg A ceiling-mounted Alfa HazardX node above the aisle of a process hall lined with stainless steel vessels, monitoring carbon monoxide alongside gas and air quality. https://hazardx.agreshagrawal.com/certification https://hazardx.agreshagrawal.com/images/product/hazardx-front.jpg The Alfa HazardX field node, front view: a sealed enclosure with a status display and the sensing head behind recessed apertures. https://hazardx.agreshagrawal.com/current-status https://hazardx.agreshagrawal.com/images/product/hazardx-v1-bench-portrait.jpg An Alfa HazardX v1 node on the workbench mid-build, its sensor tray lifted out and the node controller and wiring visible. https://hazardx.agreshagrawal.com/detection-vs-predictive-monitoring https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-dual-layer-hazard-analysis.png Alfa HazardX dual-layer hazard analysis: a deterministic layer computing thresholds, trend and baseline deviation on every reading, alongside a gated advisory AI layer. https://hazardx.agreshagrawal.com/docs https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-system-architecture.png Alfa HazardX system architecture: the field node decides - eleven sensing channels, threshold evaluation, risk classification and the local siren - then the platform correlates against a longer history, the AI layer explains in plain language, and the operator acts, with a command path back to the node. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-dfd-level-0-context.png Alfa HazardX data-flow diagram level 0 — the hazard-intelligence system exchanging sensor readings, alerts, configuration and analysis with the field node, the safety officer, the administrator and the advisory layer. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-emergency-command-roundtrip.png Alfa HazardX emergency command round-trip — a safety officer triggering an alarm or message, a row inserted into emergency_commands, the node controller polling every 5 seconds, executing the buzzer or TFT message on the device, and marking the command executed. https://hazardx.agreshagrawal.com/edge-ai-safety-monitoring https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-ai-analysis-gating.png The Alfa HazardX AI gating diagram: the deterministic layer reaching a decision first, with the generative layer receiving that decision and producing an explanation it cannot act on. https://hazardx.agreshagrawal.com/engineering https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-system-architecture.png Alfa HazardX system architecture: the field node decides - eleven sensing channels, threshold evaluation, risk classification and the local siren - then the platform correlates against a longer history, the AI layer explains in plain language, and the operator acts, with a command path back to the node. https://hazardx.agreshagrawal.com/engineering/adaptive-scanner https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg The Alfa HazardX node photographed at three-quarters against a dark ground, showing the glazed sensor bay and the apertures cut into one face of the machined enclosure — the geometry that biases each element toward the direction it faces. https://hazardx.agreshagrawal.com/engineering/digital-twin https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-system-architecture.png Alfa HazardX system architecture: the field node decides - eleven sensing channels, threshold evaluation, risk classification and the local siren - then the platform correlates against a longer history, the AI layer explains in plain language, and the operator acts, with a command path back to the node. https://hazardx.agreshagrawal.com/engineering/field-node https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-node-block-diagram.png Alfa HazardX field node block diagram: eleven measurement channels, grouped into eight rows, feeding one controller that samples every channel, evaluates thresholds, classifies the risk and fires the local alarm before anything is published to the platform. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-firmware-control-loop.png Alfa HazardX firmware control loop: the node sampling sensors, evaluating thresholds locally, driving the display and buzzer, then publishing readings and handling the server's burst directive. https://hazardx.agreshagrawal.com/engineering/hazard-dna https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-dual-layer-hazard-analysis.png Alfa HazardX dual-layer hazard analysis: the deterministic layer computing thresholds, regression and z-scores on every reading, with signature matching feeding the advisory AI layer. https://hazardx.agreshagrawal.com/engineering/hazard-replay https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-firmware-control-loop.png Alfa HazardX firmware control loop: boot, connect, read all sensor channels, compute local risk, sound the buzzer locally on a critical event, publish the reading, poll for commands, and repeat. https://hazardx.agreshagrawal.com/equipment-overheating-detection https://hazardx.agreshagrawal.com/images/product/hazardx-deployment-chemical-plant.jpg A ceiling-mounted Alfa HazardX node above a process hall lined with stainless steel vessels, monitoring surface and ambient temperature alongside its other channels. https://hazardx.agreshagrawal.com/evaluate https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg The Alfa HazardX field node: a sealed industrial enclosure with a status display and a serviceable multi-channel sensing head. https://hazardx.agreshagrawal.com/factory-fire-detection https://hazardx.agreshagrawal.com/images/product/hazardx-deployment-chemical-plant.jpg A ceiling-mounted Alfa HazardX node above a process hall lined with stainless steel vessels, watching for the precursors of fire alongside its gas and thermal channels. https://hazardx.agreshagrawal.com/factory-safety-monitoring https://hazardx.agreshagrawal.com/images/product/hazardx-deployment-chemical-plant.jpg A ceiling-mounted Alfa HazardX node on a drop bracket above the aisle of a process hall, with rows of large stainless steel pressure vessels and their flanged manways on either side. https://hazardx.agreshagrawal.com/founder https://hazardx.agreshagrawal.com/images/founder/agresh-agrawal-portrait.jpg Agresh Agrawal, founder and inventor of Alfa HazardX, photographed on the waterfront at Dubai Marina. https://hazardx.agreshagrawal.com/gas-leak-detection-system https://hazardx.agreshagrawal.com/images/product/hazardx-gas-sensors.jpg The Alfa HazardX sensor head, showing the gas sensing modules that sample for LPG, methane, solvent vapour and carbon monoxide. https://hazardx.agreshagrawal.com/hazard-detection-devices https://hazardx.agreshagrawal.com/images/product/hazardx-gas-sensors.jpg Close view of the gas-sensing gas sensing modules on an Alfa HazardX hazard detection device, their woven steel caps lit from the side. https://hazardx.agreshagrawal.com/how-it-works https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-system-architecture.png Alfa HazardX system architecture: the field node decides - eleven sensing channels, threshold evaluation, risk classification and the local siren - then the platform correlates against a longer history, the AI layer explains in plain language, and the operator acts, with a command path back to the node. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-node-block-diagram.png Alfa HazardX field node block diagram: four gas channels, flame, temperature, vibration and sound feeding one embedded controller, which drives the display, the LED matrix and the buzzer. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-threshold-evaluation-logic.png Alfa HazardX per-sensor threshold evaluation flowchart: a sensor value cascading through flame-active, critical, danger and warn decision points to classify the reading as CRITICAL, DANGER, WARN or SAFE. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-firmware-control-loop.png Alfa HazardX firmware control loop: the node controller sampling sensors, latching transient inputs, evaluating thresholds, driving local outputs and then publishing readings to the cloud. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-cloud-ingest-pipeline.png Alfa HazardX ingest path: a node posting an authenticated reading, the platform validating and storing it, evaluating it against a longer history, and pushing the result to subscribed dashboards. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-dual-layer-hazard-analysis.png Alfa HazardX dual-layer hazard analysis: an authoritative deterministic layer running thresholds, linear regression and z-score ETA on every tick, alongside a gated advisory AI layer producing severity, cause and recommended action. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-ai-analysis-gating.png Alfa HazardX AI analysis gating: a threshold breach checked against a per-device cooldown before invoking the model, with a deterministic threshold-only fallback when the model is unavailable. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-risk-level-state-machine.png Alfa HazardX risk level state machine: transitions between SAFE, WARN, DANGER and CRITICAL states driven by threshold evaluation, and the incident and alert records each transition creates. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-emergency-command-roundtrip.png Alfa HazardX emergency command round trip: an operator triggering an alarm from the dashboard, the command travelling to the field node, and the node acknowledging back to the cloud. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-dfd-level-1.png Alfa HazardX data-flow diagram level 1: sensor readings, threshold evaluation, incident creation, AI analysis requests and dashboard queries moving between the node, the datastore, the analysis processes and the operators. https://hazardx.agreshagrawal.com/industrial-air-quality-monitoring https://hazardx.agreshagrawal.com/images/product/hazardx-gas-sensors.jpg The Alfa HazardX sensor head, whose air quality channel tracks solvent and VOC load in the working atmosphere. https://hazardx.agreshagrawal.com/industrial-hazard-monitoring https://hazardx.agreshagrawal.com/images/product/hazardx-deployment-solvent-store.jpg An Alfa HazardX node on a ceiling drop mount above the central aisle of a solvent store, with stacked steel drums on one side and racked containers and a forklift on the other. https://hazardx.agreshagrawal.com/industrial-iot-safety https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-cloud-ingest-pipeline.png Alfa HazardX cloud ingest pipeline: an authenticated field node posting readings, the endpoint validating and storing them, threshold evaluation, and realtime fan-out to the dashboard. https://hazardx.agreshagrawal.com/industrial-safety-devices https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg The Alfa HazardX node photographed at three-quarters against a dark ground, showing the machined enclosure, the glazed sensor bay, the front cable gland and the angled status display reading live air-quality channels. https://hazardx.agreshagrawal.com/industries/chemical https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg An Alfa HazardX node, a sealed industrial enclosure with recessed gas sensor apertures and an inset status display. https://hazardx.agreshagrawal.com/industries/food-processing https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg An Alfa HazardX node in a sealed industrial enclosure with an inset display and recessed sensor apertures. https://hazardx.agreshagrawal.com/industries/foundry https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg An Alfa HazardX industrial node with a sealed enclosure and inset status display. https://hazardx.agreshagrawal.com/industries/paint https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg An Alfa HazardX node, a sealed enclosure with recessed gas sensing apertures, photographed against a dark studio background. https://hazardx.agreshagrawal.com/industries/plastics https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg An Alfa HazardX node in a matte black industrial enclosure with an inset display, photographed at an angle. https://hazardx.agreshagrawal.com/industries/textile https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg An Alfa HazardX node, a sealed enclosure with recessed sensor openings and an inset status display. https://hazardx.agreshagrawal.com/industries/welding https://hazardx.agreshagrawal.com/images/product/hazardx-node-product.jpg An Alfa HazardX node with recessed sensor apertures and a status display, in a matte industrial enclosure. https://hazardx.agreshagrawal.com/machine-vibration-monitoring https://hazardx.agreshagrawal.com/images/product/hazardx-gas-sensors.jpg The Alfa HazardX node, whose three-axis inertial channel monitors machine vibration alongside its gas and thermal sensing. https://hazardx.agreshagrawal.com/multi-sensor-hazard-detection https://hazardx.agreshagrawal.com/images/product/hazardx-inside.jpg The inside of an Alfa HazardX node showing the full sensor array mounted together on a single tray - gas elements, flame, motion and climate sensing. https://hazardx.agreshagrawal.com/predictive-hazard-detection https://hazardx.agreshagrawal.com/images/product/hazardx-display.jpg The Alfa HazardX node's inset display showing per-channel readings and an overall risk state. https://hazardx.agreshagrawal.com/predictive-maintenance-hazard-detection https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-dual-layer-hazard-analysis.png The Alfa HazardX dual-layer analysis diagram: an absolute-limit floor evaluated alongside a behavioural signature layer built from rates of change. https://hazardx.agreshagrawal.com/real-time-industrial-monitoring https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-risk-level-state-machine.png The Alfa HazardX risk-level state machine, showing the transitions between normal sampling, elevated burst sampling and the local alarm state. https://hazardx.agreshagrawal.com/technology https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-dual-layer-hazard-analysis.png Alfa HazardX dual-layer hazard analysis: an authoritative deterministic layer running thresholds, trend and baseline deviation on every reading, alongside a gated advisory AI layer that produces severity, cause and recommended action but cannot act. https://hazardx.agreshagrawal.com/images/diagrams/alfa-hazardx-ai-analysis-gating.png Alfa HazardX AI analysis gating: a threshold breach checked against a per-device cooldown before the model is invoked, with a deterministic threshold-only fallback when the model is unavailable. https://hazardx.agreshagrawal.com/testing-and-validation https://hazardx.agreshagrawal.com/images/product/hazardx-internals.jpg The inside of an Alfa HazardX node during bench work, with the sensor tray lifted clear and the node controller, wiring loom and sensing elements exposed. https://hazardx.agreshagrawal.com/what-is-alfa-hazardx https://hazardx.agreshagrawal.com/images/product/hazardx-v1-node.jpg The Alfa HazardX field node, a matte black industrial enclosure with an inset status display and a serviceable multi-sensor tray. https://hazardx.agreshagrawal.com/images/product/hazardx-gas-sensors.jpg The Alfa HazardX sensor tray, showing the gas-sensing elements mounted behind recessed apertures in the enclosure.