KuppingerCole Research

Consider the relationship between Machine Learning (ML) and data consumption – is more always better? This Leadership Brief discusses the possible benefits of Small Data for ML, so...

Business intelligence (BI) platforms have become essential for enterprises with an exponential increase in data generation and usage. The next generation of BI platforms will expan...

The Access Governance (AG) market is continuing to evolve through more intelligent features. This Leadership Compass will give an overview and insights into the AG market, providin...

Business Resilience Management is key to business survival in the face of rapidly changing IT, cyber threat, and regulatory environments.

This report provides an overview of the market for Network Detection and Response tools (NDR) and provides you with a compass to help you to find the solution that best meets your...

IBM Watson OpenScale a solution to enable the responsible monitoring and management of AI projects. The comprehensive attention to data management, analytics, model training, deplo...

The KuppingerCole Market Compass provides an overview of the product or service offerings in a certain market segment. This Market Compass covers conversational AI building platfor...

Die integrierte Sicherheitsplattform von SentinelOne kombiniert Präventions-, Erkennungs-, Analyse- und Mitigierungsfunktionen mit dem autonomen KI-Agenten und ermöglicht so tiefe...

SentinelOne’s integrated security platform combines prevention, detection, analysis, and mitigation capabilities with the autonomous AI agent to enable deep visibility and consiste...

The energy and utilities sector will need to adapt to new industry trends of digitalization, decentralization, and the advent of a new type of consumer: the prosumer. Smart grids a...

Vectra Cognito is a Network Detection and Response (NDR) platform supported by threat research and Artificial Intelligence (AI) in the form machine learning (ML) and Deep Learning...

Choosing a PAM solution has become a complex, and potentially time consuming, decision for modern organizations but one they must get right. If trends such as customer identities o...

Intelligent data management allows enterprises to identify, understand, and act upon trends in enterprise data and metadata, and is an essential addition to the digitized organizat...

One of the largest barriers to widespread machine learning (ML) adoption is its lack of explainability. Most ML models are not inherently explainable on a local level, meaning that...

There are several disciplines that contribute to the Artificial Intelligence field: Natural Language Processing, Machine Learning, Machine Reasoning, and others. This Leadership Br...

The Microsoft Azure AI platform provides a comprehensive enterprise solution for designing and implementing customized AI solutions. The cloud and hybrid deployment options, modula...

Robotic Process Automation (RPA) is one of the trending topics in today’s IT environments. RPA promises to automate manual tasks within business processes by implementing (software...

Rapid Detection & Response is F-Secure’s Endpoint Detection & Response (EDR) solution. It runs on Windows and Mac clients, collecting and analyzing information to help security ana...

Using artificial intelligence services in combination can offer heightened results, whether it be in accuracy, robustness, customization, or geographical spread. Distributed, decen...

Artificial Intelligence (AI) applications in the legal industry already range from naissent to mature. However, the legal implications of such applications and trends in global reg...

When it comes to digital marketing, companies of all business sectors try to constantly improve customer experience (CX) and customer journeys. In many cases, there is a single foc...

The conversation on artificial intelligence and machine learning is still largely driven by hype. But concrete business benefits exist for narrow AI solutions, and it is time to se...

ERPScan Smart Cybersecurity Platform for SAP is an Al-driven enterprise level solution for SAP security that leverages machine learning. By addressing predictive, preventive, detec...

RSA SecurID Access is an integrated offering for Adaptive Authentication, supporting a broad range of different authentication methods on virtually any type of endpoint and integra...

Oracle Autonomous Database is the world’s first fully automated cloud database platform powered by machine learning. By eliminating human factor from database management, it provid...

Amazon GuardDuty is a fully managed, simple, and affordable security monitoring and threat detection service that combines machine learning and anomaly detection to enable quick an...

AI is a generic term that covers a range of technologies. Today some of those technologies are sufficiently mature for commercial exploitation and some are not. This leadership b...

Darktrace Enterprise Immune System is a cyber-defense platform that utilizes a self-learning AI-based technology to detect, investigate and neutralize various cyber-threats in real...

Artificial intelligence is becoming more and more important for various applications in almost all industrial sectors. This leadership brief gives a basic overview of the main prin...

The Internet of Things (IoT) is an IT megatrend. Apart from offering new possibilities and experiences to its users, IoT is highly interesting for marketers as it offers new ways t...

Artificial intelligence and machine learning techniques are becoming more and more important for marketing. ML offers new possibilities to analyze customer data, enabling individua...

Artificial intelligence and machine learning are megatrends in marketing analytics and automation—it's often seen as the holy grail of digital marketing, as its possibilities seem...

Artificial Intelligence remains the hottest buzzword in almost every segment of the IT industry nowadays, and not without reason. The very idea of teaching a machine to mimic the w...