Machine Learning

Cognitive services are mainly based on deep learning models. But there are some structured datasets which can be analysed with machine learning models.

Smart Assistants

A virtual companion to give a personalised experience to users. Once the action is triggered through voice or text, using Natural Language Understanding algorithms, it understands the intent. It then goes through knowledge bases and/ or online results to come up with the desired answers.

The technologies used to build interactive bots vary according to the requirements. If needed these are built from scratch. Sometimes interactive bots are built using Google dialogflow or Azure QnA maker and LUIS or Alexa skill sets. These can be integrated into websites or applications and can provide analytics of chatbot conversation. Using interactive bot you can connect to a database and thus can easily retrieve the information by asking questions to a bot.

Predictive Maintenance

The data getting generated from IOT sensors fixed on the machines is analysed using survival methods, regression techniques as well as classification algorithms. This helps to generate the failure conditions of the machine and thus the trigger can be created to alert the failure of the machine well in advance.


That includes an extraordinary number of objects of all shapes and sizes – from smart microwaves, which automatically cook your food for the right length of time, to self-driving cars, whose complex sensors detect objects in their path, to wearable fitness devices that measure your heart rate and the number of steps you’ve taken that day, then use that information to suggest exercise plans tailored to you. There are even connected footballs that can track how far and fast they are thrown and record those statistics via an app for future training purposes.

the Internet of Things is the concept of connecting any device (so long as it has an on/off switch) to the Internet and to other connected devices. The IoT is a giant network of connected things and people – all of which collect and share data about the way they are used and about the environment around them.


Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. The term may also be applied to any machine that exhibits traits associated with a human mind such as learning and problem-solving.

The ideal characteristic of artificial intelligence is its ability to rationalize and take actions that have the best chance of achieving a specific goal.