KuppingerCole Report
Leadership Brief
By Anne Bailey

Assessing the Maturity of Core AI Disciplines

There are several disciplines that contribute to the Artificial Intelligence field: Natural Language Processing, Machine Learning, Machine Reasoning, and others. This Leadership Brief addresses their varying maturity levels for enterprise use.
By Anne Bailey
aba@kuppingercole.com

1 Executive Summary

Artificial intelligence (AI) is too broad of a concept to assess as a whole. To discuss AI more accurately, we need to recognize it as an umbrella ter ...

Login Free 30-day Select Access Get full Access

2 Analysis

Categories of AI

Artificial Intelligence is an umbrella term for multiple disciplines. The disciplines that belong to AI are fluid, changing as new ...

The maturity of NLP applications for narrow tasks varies according to the goal. Language recognition is the most mature, with computer recognition of ...

Supervised ML has a medium/high maturity. Algorithms that are trained using supervised methods are fed a labeled dataset and learn its task by guessin ...

The maturity of expert systems is high. Expert systems are a fairly traditional product of early AI research that relies on a knowledge base and an in ...

Login Free 30-day Select Access Get full Access

3 Recommendations

NLP is Better for Passive Actions

Language understanding tasks such as classification, query searches, translation, speech-to-text, voice recognitio ...

Login Free 30-day Select Access Get full Access

Copyright

©2020 KuppingerCole Analysts AG all rights reserved. Reproduction and distribution of this publication in any form is forbidden unless prior written permission. All conclusions, recommendations and predictions in this document represent KuppingerCole´s initial view. Through gathering more information and performing deep analysis, positions presented in this document will be subject to refinements or even major changes. KuppingerCole disclaim all warranties as to the completeness, accuracy and/or adequacy of this information. Even if KuppingerCole research documents may discuss legal issues related to information security and technology, KuppingerCole do not provide any legal services or advice and its publications shall not be used as such. KuppingerCole shall have no liability for errors or inadequacies in the information contained in this document. Any opinion expressed may be subject to change without notice. All product and company names are trademarksTM or registered® trademarks of their respective holders. Use of them does not imply any affiliation with or endorsement by them.

KuppingerCole Analysts support IT professionals with outstanding expertise in defining IT strategies and in relevant decision-making processes. As a leading analyst ompany, KuppingerCole provides first-hand vendor-neutral information. Our services allow you to feel comfortable and secure in taking decisions essential to your business.

KuppingerCole, founded back in 2004, is a global, independent analyst organization headquartered in Europe. We specialize in providing vendor-neutral advice, expertise, thought leadership, and practical relevance in Cybersecurity, Digital Identity & IAM (Identity and Access Management), Cloud Risk and Security, and Artificial Intelligence, as well as for all technologies fostering Digital Transformation. We support companies, corporate users, integrators and software manufacturers in meeting both tactical and strategic challenges and make better decisions for the success of their business. Maintaining a balance between immediate implementation and long-term viability is at the heart of our philosophy.

For further information, please contact clients@kuppingercole.com.

top