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IoT along with AI and ML are all buzz words in any organization large or small, they are words that capture the attention of corporate executives but they have no meaning without a plan and process to determine what and how you want to use them. The Idea of connected devices has been around since the 70’s and in recent years over the past 5-8 years it has gained traction from all areas of business with the need for more data to make better faster and smarter decisions that allow business to compete in highly competitive markets and to stay a step ahead of competitors. As IoT has evolved along with the wireless technologies it has paved the way for Micro Electro Mechanical Systems (MEMS), micro services and the internet. With the explosion of IoT it has torn down the barriers between Operation technology and Information technology and has created an environment where 2 siloed parts of the businesses now need to work with each other for efficiency and security purposes.
IoT has also increased the Attack surface of every organization and has challenged IT to work with OT to come to a common ground and develop new ways to secure the never ending landscape of the Network. Security is now not just on the edge with IoT, security has created a new landscape for IT Managements to think differently and deploy new architectures to combat threats from within and driving adoption for new security automation such as port based authentication using new methods known as intent based networking. IoT has given It and OT to work together to not only define a new way to secure the network within but to collect and aggregate data that allow for organization and to explore the possibility of AI and ML in order to quickly and accurately catch problems be for they happen and bring new possibilities to increased production and stability of products.It takes a specific know-how to incorporate probiotics in food matrices, as formulating probiotics comes with challenges. The efficacy of probiotics is contingent on their capacity to survive the many stressors from the man
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