Watch Out for the Top 10 Enterprise AI Projects Ideas for 2021

AI projects can be anything, from calculating the chances of survival of fictional characters to diagnosing diseases and saving real lives.

Artificial intelligence is transforming and disrupting the lives of all the people in the way we use computers, robots, and cell phones. There is a distinctive indication that artificial intelligence will get more advanced and meaner than it is today. Artificial intelligence projects mainly refer to the imitation of human intelligence within pre-programmed machines. These machines act like humans and imitate their actions. This article lists the top 10 enterprise AI projects for 2021. 

Microsoft Translator app

Microsoft is breaking the next barrier in multinational collaboration: Language. The new translator app uses neural machine translation technology to enable conversations, in both text and speech, across 60+ languages, for global teams. It even enables speakers of multiple languages to join the same conversation, translating one-to-many at the same time. 

Marketing and Sales Analytics

AI can be used to implement marketing and sales tracking along with predictions based on forecasting and analytics. This can work with keeping track of inventory and restocking as well when forecasting demand. 

Customer Recommendation

E-commerce has benefitted dramatically from AI. The finest example is Amazon and its customer recommendation system. This customer recommendation system has helped the platform in enhancing its income tremendously thanks to a better customer experience. You can try to build a customer recommendation system for an E-commerce platform, as well. You can use the browsing history of the customer for your data.

Division of Emails 

One of the latest trends in the cybersecurity market is email segregation using AI for detecting, tracking, and analysing the keywords in the emails to filter the emails for spam and phishing emails. Spam emails are dangerous because if they are not controlled, it occupies the space, delivers the malicious payload, and can cause security vulnerabilities. Similarly, spear-phishing or targeted phishing emails are malicious and can collect personal information about an individual for malicious intents such as stealing the data or stealing the money from the bank accounts, etc.

Chatbots

One of the best AI-based projects is to create a chatbot. You should start by creating a basic chatbot for customer service. You can take inspiration from the chatbots present on various websites. Once you've created a simple chatbot, you can improve it and create a more detailed version of the same.

Personal Assistants

On any phone/laptop today, there is an AI-powered personal assistant who can answer questions, set alarms, and reminders, place calls, etc. They study several artificial intelligence datasets and combine a bunch of AI methods like voice recognition, natural language processing, convolutional neural networks, long short-term memory, etc.

Transcriber App

A transformer model extracts features from sentences and determines the importance of each word in a sentence. A transformer has an encoding and decoding component, both of which are trained end-to-end. You can build your own AI translator app with a transformer. To do this, you can load a pre-trained transformer model into Python. Then, transform the text you want to translate into tokens and feed it into the pre-trained model. You can use the GluonNLP library for this purpose. You can also load the train and test dataset for this AI project from this library.

Advertising and Product Implications 

AI in digital marketing, advertising, and product suggestions is one thing that uses AI in a completely different way. 2021 is the world of targeted advertising online. This means when you visit a website and look for some items to purchase, the algorithm scans millions of ads and can recommend the most relevant ads that you are looking for. Thus, AI in marketing and advertising is a big digital market today. Even organizations giants such as Google and Amazon rely on ads to market their products. Amazon uses AI increasingly for providing product suggestions when any user or individual browses the Amazon website, and that too even without logging in.  

Facial Identification

Facial identification engines such as the one used in Facebook and the ones used by authorities to catch criminals are built using deep neural connections which help determine the connection between facial features by analysing and going through various datasets. It is one of the best Artificial Intelligence projects to get involved with which can immediately read faces and come up with a hit if it has processed the face in its past data or if it detects the same face in the future. 

Camera-Based Detection of Fire and Localization

In computer-based tasks and classification of the image, a CNN turns into the state of the art. A surveillance camera is used to enhance the detection system of fire by designing a model to detect the location and fire to give an efficient detection & reporting system for the people's safety.