Gravio Blog
Airport AI: How Existing Cameras Can Improve Airport Operations
Airports can unlock more value from camera infrastructure by combining traditional computer vision with VQA for more contextual and flexible use cases. Gravio connects these visual insights with operational systems, applies business logic, and triggers actions, creating a practical way to test, refine, and scale airport AI without rebuilding the entire technology stack.
August 24, 2026
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Automate Temperature Monitoring with Gravio and Axis Communications Thermal Cameras
Monitor equipment temperatures in real time with Gravio and Axis Communications Thermal Cameras. Learn how this no-code edge solution helps manufacturers and facility operators detect overheating early, automate alerts, visualize temperature trends, and improve preventive maintenance while reducing downtime.
August 13, 2026
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Why Most Physical AI Proofs of Concept Fail to Scale
The biggest challenge in Physical AI is not building intelligent models, but orchestrating devices, systems, and workflows across the enterprise to achieve production scale.
July 27, 2026
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Should Physical AI Run at the Edge, in the Cloud, or Both? 
Explore why Physical AI increasingly relies on edge-first architectures, and how low latency, reliability, and hybrid edge-cloud deployments enable intelligent systems to operate effectively in real-world environments.
June 30, 2026
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What is VQA (Visual Question Answering)? The Next Evolution of AI Vision
Explore how enterprises are using Visual Question Answering (VQA), Computer Vision, and AI Vision technologies to build event-aware operational systems that combine visual intelligence, workflow orchestration, and real-world automation.
May 22, 2026
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The Physical AI Stack Explained: From Sensors and AI Vision to Automated Action
This article breaks down the Physical AI stack into its core layers and explains how perception, edge compute, intelligence, and orchestration work together to enable real-time, scalable systems in the physical world.
April 30, 2026
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Physical AI: What is Physical AI? Beyond Robotics to Enterprise Automation
Physical AI is not defined by robots, but by systems that sense, decide, and act on the physical world through orchestrated intelligence.
March 23, 2026
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Axis Partner Solution Note: Orchestrating Edge AI and Physical Automation with Gravio
Official Axis Partner Solution Note detailing the architecture, integration approach, and use cases for edge AI and physical automation with Gravio.
February 27, 2026
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Enterprise AI Adoption: How to Build an AI-Native Workforce
AI adoption is no longer limited to technical teams. Enterprise AI tools now empower non-technical employees to build practical business solutions that improve efficiency and productivity. With a structured approach to digital transformation, companies can unlock workforce innovation and become truly AI-native organizations.
February 20, 2026
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MQTT vs Kafka: Which is Better for IoT, Edge AI and Industrial Data?
A comprehensive technical comparison of MQTT and Apache Kafka messaging protocols. Learn the key differences in architecture, performance, delivery guarantees, and discover when to use each protocol for IoT, real-time streaming, and enterprise applications.
February 6, 2026
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Categories
[Case Study] Improving Staff Efficiency and Customer Experience in a Bar based in Tokyo
How a bar owner in Tokyo introduced IoT and AI to improve existing workflows to increase customer satisfaction and staff efficiency.
July 22, 2022
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[Case Study] Kodama Foundation Inc, Shinsei Hospital
Automatic detection of unauthorised patients going out or wandering around the hospital by integrated use of face recognition camera AI and IoT sensors. The monitoring system provides security and peace of mind to both patients and hospital staff.
April 29, 2022
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The Four Ds: The Future of Business IoT
The future is 4D - How businesses thrive in the future applying the 4D principle
April 18, 2022
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IoT Software Landscape Map 2022
Download our first iteration of our IoT Software Landscape Map for free here.
March 25, 2022
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[Case Study] How Omnitribe Improved Idea Testing And Application Building Of A Smart Carpark Using IoT With Gravio
Post Summary: This series showcases one of our partners and how they use Gravio in their organization. Omnitribe, a subsidiary of Embrio Enterprises, is a Singapore based company that focuses on Proptech. They are building a smart car park application and in this article, it will cover how they have used it to improve their testing and processes with Gravio.
February 9, 2022
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[Tutorial] Pushing IoT Sensor Data to Google Data Studio to Create a Time Series Graph
In this tutorial we learn how to send data from a Gravio Edge environment to a MySQL database using HTTP, and then setup Google Data Studio to read that data from a MySQL database to visualise the data.
February 2, 2022
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Hardware Pioneers Max 2021: The Future is at the Edge
A summary from the Gravio team on some of the opportunities, benefits and themes from Hardware Pioneers Max 2021 that we attended in London, with a focus around Edge Computing and its future.
January 12, 2022
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[Tutorial] Easy IoT: How To Create A Do-Not-Disturb Light For Your Home Office
Tutorial on how to create a Do-Not-Disturb Light for your home office. which notifies loved ones at home when people are having a meeting/conference. The notifications come in the form of changing the colours of the Gravio Light (from Off to Green, or, Green to Red) when an Aqara Button is pressed. The Gravio Light can be placed anywhere that is convenient at home, usually near the home office. With this simple solution, there will be fewer interruptions during online video meetings.
January 10, 2022
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[Tutorial] Full Tutorial from Start to Finish: Using TensorFlow to Train Your own Computer Vision Detection Model to Find out if Your Sink Needs Washing Up
In this tutorial, we learn how to create your own computer vision models using Google’s Vision AI TensorFlow Lite model, and deploy it to Gravio. This tutorial includes all steps.
December 20, 2021
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[Tutorial] Easy IoT: When is your Office, Store or Waiting room busiest?
Tutorial on how to see how busy your Office, Store or Waiting room is by using a simple people counting feature using a USB or Network Camera with Gravio, so that you can learn and enhance how people use and interact with your environments.
December 9, 2021
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