OperAI works with partners in academia and industry to develop IoT devices and math-based solutions, including AI-based solutions to speed up and streamline operational processes at the edge of the Cloud. OperAI develops IoT devices with embedded artificial intelligence for real time analytics. OperAI publishes also books spanning big data, machine learning, IoT, AI to edge analytics.
Book on Edge Analytics by OperAI
“" "Both edge analytics and fog analytics involve pushing intelligence and processing capabilities down closer to where the data originates."
​Automation World (2018)​
Codes and examples of the edge analytics book above are available at the software development platform GitHub. These codes and examples include deep learning and reinforcement learning cases.
Image App 
Signal App
Text App 
Some of OperAI edge applications in the pipeline 
The need to carry out real-time analytics and inference processes at the edges is driven by the unprecedented rapid proliferation of IoT devices along with the increase of machine-to-machine communication (M2M). 

OperAI supports intelligent operations involving people, processes, IoT and M2M technologies to drive innovation, which in turn speeds up and streamlines operational processes within a sustained outcome perspective. 
  • OperAI helps to carry out real-time analytics and streamline operational activities by leveraging Big Bata, Machine Learning and Artificial Intelligence, using different platforms. 
  • ​OperAI focuses on operational data at the edges or networked IoT devices, the fog, to process and analyse data streams on real-time, whether as a signal, image or textual data.     
  • OperAI works with partners in industry, research and academia in the realm of industry 4.0 for more accurate, efficient and environmentally friendly operational processes at the edges.
  • OperAI has expertise on preparing and developing Big Data/ML/AI applications and tools that helped in speeding up discovery and delivery processes, with results considered as breakthroughs. These tools are used in research and development (R&D), including international research organisations and development agencies as well as industries. 
Industry 4.0 refers to the current fourth industrial revolution where new technologies are all merging together, linking the real world to the digital world, involving big data, automation, ML and AI. It is named as the fourth generation in subsequent to the third industrial revolution on electronics and information technology to automate production. Industry 4.0 includes the Industrial Internet of things (IIoT), edge-to-cloud analytics, including fog analytics and cognitive analytics. The IIoT devices are poised, today, to increase production efficiency by optimizing and streamlining operations in the industrial equipment and machinery space. While the second industrial revolution refers to the use of electric power in the production system, the first refers to the mechanization of production using water and steam power. 
OperAI co-develops IoT tools and AI applications involving cognitive analytics with people in the loop.
80% 
of employees are keen to learn artificial intelligence skills and
are comfortable with AI in the workplace
​(TechRepublic 2019).
​
80%
of Business and Tech Leaders mentioned that
AI creates jobs and increases productivity,
(BusinessWire, 2015).

Services & Products
Reviews & Comments
Team Members

​Operational AI to speed up processes of
production & protection at the edges,
​with people in the loop.
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OperAI co-develops also tools within the sustainability perspective 
​by including e-waste in the process of making new products with its 
recycling partners.
IoT deployment can help to curb global warming by cutting carbon emissions by 15%.
​OperAI has been selected among the first projects of the first NextAI Montréal program, in 2018 as an edge AI-based analytics platform. It has been then launched officially with the support of the Government of Québec early 2019.
OperAI has also joined the Evolution of Networked Services through a Corridor in Québec and Ontario for Research and Innovation program, known as ENCQOR, early 2020 and Réseau Montréal  recently.
OperAI has also partners working on the development of IoTs in Québec. 
It is expanding in its partnership to include new partners to speed operational process and curb the spread of covid-19.  
​OperAI will be looking for members to join OperAI team. Looking for new members with math and/or engineering background and experience in programming and prototyping. ​
OperAI will be looking for developers to help with  designing and developing applications at the edges.  The tasks include:         
         - Writing and compiling codes in R, Spark and C++.
         - Debugging codes by testing and fixing errors, if any.
         - Simulations and testing programs in real situations before their launch.
         - Deployment and launch of IoT applications, including mobile apps.


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