Category: Artificial Intelligence

A small number of companies manage to leverage the true value of their machine learning proofs of concept, and the majority of those are still struggling to overcome the experiment-production gap for their AI applications fueled by machine learning and data. Learn about MLOps, why organizations should care about it on their AI journey, and how DXC Technology and AWS can help to quickly integrate MLOps best practices into your daily business using the MLOps Quick Start for MLOps on AWS.

Amazon Redshift is a column-oriented database management system that stores data in columns, making it quicker to analyze data. The platform also performs a continuous backup of data, eliminating the risk of losing data or the need to plan for backup hardware. Learn how Hexaware’s automated platform, Amaze for Data & AI, transforms on-premises data warehouse ecosystems to the cloud while ensuring business keeps running smoothly and uninterrupted.

CLEAR Vison Cloud from Prime Focus Technologies (PFT) enables streaming platforms, studios, and broadcasters to automatically process, manage, and monetize their content supply chain using cloud-based AI/ML workflows and media services. Learn how the solution leverages a blend of AI/ML models deployed using Amazon EKS with a zero-node design. This model results in a >90% increase in compute efficiency and processor utilization, while maintaining customer SLA-mandated delivery timelines.

Traditional content process workflows are expensive and complex to enhance with artificial intelligence and machine learning technologies. Kablamo’s Digital Asset Management (DAM) solution on AWS leverages leading AI/ML services to enable customers to secure, index, cold-store, and access digital assets across the enterprise. Learn how Kablamo DAM is right-sized for all customer industries and integrates into existing workflows with ease.

Many organizations derive business understanding and new insights through content analytics and intelligence. Wipro’s email automation framework leverages machine learning services from AWS that enable organizations to extract data from emails and provide automated instructions which enhance accuracy and improve staff productivity. This solution supports data extraction from the mailbox (email body and attachments) and validates and prioritizes based on the urgency of emails.

Samsung SDS is an information and communications technologies arm of the Samsung Group. Its Brightics AI solution provides services from the perspective of an integrated analysis environment by containerizing open sources such as analytic functions. Explore the architecture for how a multi-national electronic manufacturing company established a model development and analysis platform using Brightics AI on AWS to predict markets and establish sales strategies through AI models.

Conveyor belts are an essential material handling tool for various industrial processes, but high throughput rates make it difficult for operators to detect defective products and remove them from the production line. Learn how Grid Dynamics built an advanced video preprocessor and integrated it with Amazon Lookout for Vision, using a food processing use case as an example. Amazon Lookout for Vision is an AutoML service for detecting anomalies in images.

Cloud-based contact centers that leverage AI for enhancing the customer experience are gaining wide acceptance. TCS RemacX is an AI-powered CX collaboration space that extends Amazon Connect’s out-of-the box capabilities. It provides ways for customers to get insurance quotes, for example, and assists customer with FAQs using Amazon Lex. It also supports proactive customer communication like automated reminders for payments due using Amazon Pinpoint, and video calling using Amazon Chime.

Learn how equipment operators can build a predictive maintenance solution using AutoML and no-code tools powered by AWS. This type of solution delivers significant gains to large-scale industrial systems and mission-critical applications where the costs associated with machine failure or unplanned downtime can be high. The design of this solution is based on the experience of Grid Dynamics with manufacturing clients.

Learn how AWS and Xoriant are working together to offer a service that assists any firm with their invoicing needs through X·CELERATE Invoice and Amazon Textract. This post covers the key steps of this system and how the collaboration between AWS and Xoriant is building better invoicing solutions for companies dealing with hundreds, if not thousands, of invoices each month. Learn why automated invoice processing (AIP) is important and how AWS and Xoriant are fueling innovation in AIP.