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ShortList

Constellation ShortList™ Embedded Analytics Platforms for Cloud Applications

Data to Decisions
About This Constellation ShortList™ The embedded analytics platform for cloud applications market has evolved: vendors must now deliver governed, metric-rich decision content—not just dashboards—directly within enterprise applications and workflows. Increasingly,…
Michael Ni
ShortList

Constellation ShortList™ Performance Management Platforms

Data to Decisions
About This Constellation ShortList™Performance management platforms tools are digital solutions that help apply the popular goal-setting framework for defining and tracking objectives as well as their outcomes. Performance management is one of the five key pillars of talent…
Holger Mueller
ShortList

Constellation ShortList™ Distributed Autonomous Organization (DAO) Platforms

Data to Decisions
About This Constellation ShortList™Distributed autonomous organizations (DAOs) are member-owned communities without centralized leadership. A DAO's financial records and rules of operation are usually maintained on a blockchain with many of their rules embodied in code,…
Holger Mueller
ShortList

Constellation ShortList™ Self-Service Data Science & Machine Learning

Data to Decisions
About This Constellation ShortList™ As AI becomes embedded in enterprise decision-making, organizations are moving beyond predictive and diagnostic model development to tools to build AI Applications that support decision automation that is trusted, explainable…
Michael Ni
ShortList

Constellation ShortList™ Public Cloud Transformation Services: Global

Data to Decisions
About This Constellation ShortList™Public cloud transformational services vendors represent the global managed service providers and system integrators who are helping clients deliver on business transformation, starting with the public cloud.These vendors are helping clients…
Holger Mueller, R Ray Wang
ShortList

Constellation ShortList™ Project Ready Metaverse Vendors

Data to Decisions
About This Constellation ShortListMuch hype has been made about the metaverse. However, very few organizations have fully grasped the impact the metaverse will have on experiences and engagement for both the consumer world and the enterprise. More than just gaming worlds or…
Holger Mueller, R Ray Wang
Open Research

The AWS AI Strategy: Playing the Long Game Infrastructure-Style

Data to Decisions
Executive Summary Amazon Web Services’ artificial intelligence (AI) strategy lacks sizzle heading into re:Invent 2025, and that’s a good thing—at least for CxOs. So far in 2025, the consternation about AWS has revolved…
Larry Dignan

How DexCom Leverages AI To Tackle Diabetes

Data to Decisions
Executive Summary Dexcom, which makes glucose monitoring equipment and technology, is betting that it can dramatically expand its total addressable market for people with diabetes with a big assist from generative artificial intelligence (GenAI).
Larry Dignan
ShortList

Constellation ShortList™ Population Health Management Solutions

Data to Decisions
About this Constellation ShortListâ„¢ The U.S. spends nearly 18% of the GDP on healthcare, yet the country has a lower life expectancy and worse health outcomes than other developed countries. The healthcare industry is transitioning away from a…
R Ray Wang
ShortList

Constellation ShortList™ Customer Data Platform (CDP)

Data to Decisions
About This Constellation ShortListâ„¢ Customer data platforms (CDP) serve as a centralized hub of structured and unstructured data about, and in service of, the customer. These platforms—unlike their cousins the data warehouse,…
Liz Miller
ShortList

Constellation ShortList™ Embedded Analytics

Data to Decisions
About This Constellation ShortList™ Embedded analytics has evolved into a critical enabler of data-driven decisions, operational intelligence, and AI-powered experiences across the modern enterprise. Once the domain of SaaS vendors and OEM use cases, embedded…
Michael Ni
ShortList

Constellation ShortList™ Augmented Analytics and Business Intelligence

Data to Decisions
About This Constellation ShortList™ The era of dashboards is ending. Forward-looking analytics and BI platforms are evolving into decision intelligence system designed not just to visualize data, but to interpret, explain, and act on it. These GenAI-infused…
Michael Ni
ShortList

Constellation ShortList™ Metaverse Worlds

Data to Decisions
About This Constellation ShortListâ„¢ Much hype has been made about the metaverse. However, very few organizations have fully grasped the impact the metaverse will have on experiences and engagement for both the consumer world and the enterprise. More…
R Ray Wang, Holger Mueller
ShortList

Constellation ShortList™ Employee Experience Platforms

New C-Suite
About This Constellation ShortListâ„¢ Amidst macro forces of automation and AI, companies continue to invest in keeping the existing human employees happy and engaged. The Employee Experience Platform market is designed to improve the work environment…
R Ray Wang
ShortList

Constellation ShortList™ Pre-Built Large Language Models For Generative AI

Data to Decisions
About This Constellation ShortListâ„¢ Large language models (LLMs) are a type of foundational model trained on massive amounts of data to support a wide range of natural language processing (NLP) tasks. LLM’s are a type of machine…
R Ray Wang
ShortList

Constellation ShortList™ Metaverse Design and Services

Data to Decisions
About This Constellation ShortListâ„¢ Much hype has been made about the metaverse. However, very few organizations have fully grasped the impact the metaverse will have on experiences and engagement for both the consumer world and the enterprise. More…
R Ray Wang
ShortList

Constellation ShortList™ AI-Driven Cognitive Applications

Data to Decisions
About This Constellation ShortListâ„¢ Cognitive applications run mission-critical business systems in a continuous, self-driving, self-learning, auto-compliant, self-securing and self-healing approach. These artificial intelligence (AI)-driven systems…
R Ray Wang
Best Practices

From Cost Center to Catalyst: The New GCC Playbook

New C-Suite
Executive Summary Global capability centers (GCCs) are evolving rapidly from offshore delivery hubs into strategic engines of innovation. They are becoming a core part of how enterprises build digital scale, tap into global talent, and accelerate transformation. Drawing…
Chirag Mehta
Big Idea

Ray’s Law on AI Intelligence

Data to Decisions
Executive Summary The artificial intelligence (AI) revolution is moving at an exponential pace that will exceed human comprehension. Technology leaders need to shift from linear thinking to geometrical thinking. Investors betting on AI face a once-in-a-generation frameshift…
R Ray Wang
Big Idea

Time to Introduce Hi-Fi for Enterprise Processes

Data to Decisions
  This report analyzes the evolution of process mining from its first generation to the current best practice of object-centric process mining (OCPM). It walks through the evolution of insight platforms, shows how the era of Infinite Computing1 is a game changer for…
Holger Mueller
Case Study

AWS re:Inforce 2025 Event Report: A Deep Dive on What You Need to Know

Data to Decisions
Introduction AWS re:Inforce 2025 illustrated how the company’s security approach is differentiated from the pack and how its security built-in approach will resonate as agentic AI scales. Yet, AWS’ security story is a bit challenging to…
Larry Dignan