The COVID-19 pandemic has strained economic activity and will certainly continue to do so next year. Yet, it has also been a catalyst to accelerate businesses’ digital transformation, increasing their chances of success in 2021 and beyond. The ability to integrate new technology solutions to maintain operations and profitability, as well as optimize workflows to support demand, will continue to be critical.
In 2020, companies increased their spending on smart automation, including robotics and artificial intelligence (AI), in conjunction with machine learning (ML) and prescriptive analytics solutions. Companies that want to give their frontline workers knowledge that allows them to act in real-time will need to prioritize these technologies in 2021.
So below, here's a look at the tech trends that will continue to be influential for organizations in 2021.
Computer Vision And Machine Vision To Promote Automation
Developments in computer vision and artificial vision solutions provide more precise representations of a company’s physical environment, regardless of its industrial sector.
The data collected by computer vision systems allow solutions to interpret and understand the world more broadly and smartly visually. Computer vision, part of artificial intelligence technologies, allows powerful analysis of the visual data collected.
Machine vision is a computer vision category that uses visual techniques focused on inspection analysis and anomaly detection. This technology makes it possible in particular to verify with precision and continuously the quality and consistency of the manufacturing. Industrial vision or machine vision has long been deployed on manufacturing lines to check parts and assemblies. The sensors and computing technology that are developing today in machine vision technologies allow it to be more efficient and profitable. Thus, more applications result from it, and functionalities are improved, such as processing 3D images in real-time for more complex verifications.
Computer vision and machine vision technologies will continue to drive automation into 2021. With their capture, processing, interpretation, and direct-action capabilities, they can help solve pressing problems that otherwise would require a significant investment from many employees.
Intelligent Automation Including Artificial Intelligence And Robotics For Better Human-Robot Collaboration
Artificial intelligence makes it possible in particular to improve recommendations linked, for example, to the best corrective action. This is particularly useful when many employees work in dynamic environments such as commerce, warehouses, industry, or even healthcare establishments.
Today, automation is increasingly integrating artificial intelligence in order to optimize its efficiency. Many companies are investing in intelligent automation to create high-quality, consistent, and more efficient products.
In contrast, rather than focusing on fully automating a workflow, its hybrid deployment is expected to experience significant growth in 2021. This allows for better management of work in parts of operations with joint help employees and robots or ‘cobots’ collaborative robots. While full automation is the desired end, it is hybrid automation that will develop for some time to come.
Automation to make operations more efficient and secure
As announced in FEVAD's last quarterly report, online sales increased by 8.1% in the third quarter of 2020 for a turnover of 26.6 billion euros. The COVID-19 crisis has accelerated the shift to e-commerce, forcing merchants to adapt quickly to streamline their stores, fulfillment centers, and logistics flow to increase their productivity. At the same time, they are faced with the profitability issues associated with processing e-commerce orders.
Retail automation involves the combination of physical automation and a fixed infrastructure that can automate visibility, such as radio frequency identification (RFID) readers, cameras, or computer vision.
In the warehouse and supply chain industry, automation, RFID, and temperature sensing technologies, combined with the growth of robotics like cobots, can help fulfillment centers improve operations. For example, the integration of thermal intelligence solutions can indicate whether vaccines or drugs have been exposed to risky conditions that could impact their efficacy or safety.
Prescriptive analysis and data analysis to anticipate future events
The need for more visibility and powerful shrewd making plans is turning into an increasing number of critical. Data is useful however is the handiest powerful if it receives introduced at the proper time and to the proper person. Prescriptive analytics answers that retrieve facts close to actual-time boom overall performance and permit greater suitable and applicable actions.
Intelligent making plans answers and prescriptive analytics play a function in answering key operational control questions and permit greater green running methods inside the ‘new normal.’ The cap potential to plot for upcoming activities and use these facts to forecast new enterprise and operational choices in actual time was turning into an enterprise requirement and could benefit insignificance in 2021.
The mixture of the patron and stock facts, blended with different outside sources, updates plans to fit actual time tendencies. This is a key detail for modern agencies seeking to circulate from a reactive function to a greater proactive function.
The want for more visibility is using the growth of shrewd making plans, automation, and prescriptive analytics in our industry. The contemporary international state of affairs is converting hastily. The cap potential to execute operations in a greater agile way has consequently grown to be essential, whether or not within the retail, delivery, logistics, production, or maybe healthcare sectors.