In the coming year, companies will modify their approaches to developing technology and products. The hype of Artificial Intelligence, Microservices, and Low Code – No Code platforms have played out and companies will make adjustments to decrease complexity and increase efficiencies.
Microservices will see a decline in adoption where managing triple constraints of time, cost, and quality is a prerequisite. As an architectural pattern, it is overhyped. It introduces unnecessary complexities and should be adopted for large technology teams only if agility to business trumps over the iron triangle.
Enterprises and entrepreneurs will turn to Low Code / No-Code platforms for small and medium complex implementations without investing in a development team. This approach gives companies the freedom to try new things, automate what is being done and circulated through excel, and stitch workflows - all without any coding knowledge. While the applications built by these tools might not have the most impressive user experience, they will have a substantial impact on the IT spend and could consume 30-40 percent of IT budgets over the next couple of years.
In 2021 and beyond, we will see more startups following a 'Lean AI' approach by starting with traditional statistical methods for problem-solving and then move on to machine learning and deep neural networks as they collect more data.
Blockchain technology will start to play a major role in the decentralization of the web in 2021 and beyond. We will see Blockchain powering Web 3.0 and the Semantic Web by ensuring a highly connected secure web that is decentralized.
Multi-party computation (MPC) techniques and ML Algorithms over encrypted data will move from academic research to mainstream business applications in 2021. With increasing privacy regulations, these techniques will find more takers for their ability to deliver useful insights while maintaining acceptable data privacy.
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