Businesses must be able to adapt continously. We can show you how you can better understand your data and adapt faster by making predictions, generating recommendations, taking automated actions. Here are some general areas where artificial intelligence and machine learning can help your business.
Predictions / Supervised Learning
By building a neural network that is trained to forecast some historical outputs conditioned on its inputs you can generate predictions on what will is the most likely output, or what is the preferred action to take.
Recommendations / Clustering
By clustering your customer’s behaviors, you can start to detect similarities and make personalized recommendations to new customers.
Reinforcement Learning
By having an agent compete against itself, you can build a model that learns a new way to solve a task. The system is then able to continuously monitor and improve itself.
Computer Vision
By training a model on images or videos, you can track people moving, recognize objects, detect changes over time, or perform facial recognition. For instance, a model could be deployed to detect product defects in a production line.
Natural Language Processing
By training a model on a large corpus of text, you can start building chatbots and other interactive agents. Natural language processing can be used to translate text, answer simple questions, or analyze the content of documents.
Anomaly Detection
By training a model to identify normal and abnormal behaviours, we can deploy models that react to outliers. This could be used to detect fraud, or send alerts on unforeseen problems in an infrastructure.
Copyright © 2020 - Attrava Inc. - All Rights Reserved
