Machine Learning and Artificial Intelligence - Further Information

Generative AI has many use cases across industries as well as some limitations.

Generative AI is the latest computing technology to take the world by storm. In this report, we discuss various data architectures for generative AI.

Modernisation is better than rip and replace, taking advantage of Low Code, AI (Augmented Intelligence), DevOps etc.

Modernisation is usually less risky and cheaper than 'rip and replace', especially using a modernised tool such as Uniface.

The future of DevOps is a vital business concern. A current issue is transforming DevOps agility into real Business agility.

Business-oriented modernisation of ES-3 (eg IBM Websphere mainframe) applications as microservices using AI tools such as Mono2Micro.

The World Economic Forum has characterized AI driven automation as the lynchpin of a Fourth Industrial Revolution.

Virtana is a SaaS based modular platform for migrating and optimizing capacity, performance, and cost across cloud environments.

This is Bloor's fourth Market Update in this space, which discusses the state of the graph database market as of early 2020.

Time-series databases represent the fastest growing database sector over the last two years.

TrendMiner is a self-service analytics solution designed for domain experts within the process manufacturing space.

Trendalyze describes its core capability as the discovery of motifs (micro-trends) and anomalies within time series data.

Spotfire is a broad, general-purpose analytics offering that encompasses data visualisation, business intelligence, analytics and data preparation.

AnalyticOps is about the reduction of friction around the delivery, operationalisation and ongoing monitoring and (change) management of analytic models.

TIBCO Data Science is an analytics and data science platform with a notably broad remit. This focuses on the model management capabilities of the product.

Teradata AnalyticOps Accelerator is a software and services offering comprised of best practices, proven design patterns, and tried-and-tested code.

SAS offers a variety of products (Model, Decision and Workflow Managers) built around the idea of operationalising your analytics.

IBM Watson OpenScale is a platform that is specifically targeted at operationalising AI (augmented intelligence) models.

Experian PowerCurve is a decision management platform upon which the company delivers a variety of customer-centric and analytically driven decision solutions.

This paper discusses DataRobot, an automated machine learning platform targeted at the enterprise.

How does ML/AI work, who are the vendors and why you should care?