This list celebrates changemakers creating meaningful impact through leadership, innovation, fresh perspectives, transformative mindsets, and lessons that resonate far beyond the workplace.
Executive Summary
Recent developments in how organizations engage with their customers, predicated on customer demands as well as advancements in generative and agentic artificial intelligence (AI), are forcing the hand of vendors and practitioners alike when it comes to…
At a Glance
Facing a massive transition to open banking in Brazil, enterprises with risk and fraud offerings shed their legacy systems in the country. By partnering with FICO to deliver an artificial intelligence (AI) decisioning platform—FICO Platform—they were able to…
Market Description
Sales force automation (SFA) solutions focus on documenting and addressing the entirety of the sales process—automating and recording the specific stages, actions, and outcomes of the process as a means to improve productivity of the sales…
Executive Summary
What If You Could Manufacture Opportunity?
This is not to ask what if you could manufacture campaigns. Instead, this is to ask if we could think about manufacturing opportunity the same way we might think about manufacturing a jar of pickles. Simply: Yes…
Customer Story Spotlight
Lowe’s is betting that AI agents powered by Google Cloud can become do-it-yourself home improvement companions and offer personalized customer experiences.
Neelima Sharma, SVP of omnichannel and ecommerce technology at Lowe…
Customer Story Spotlight
Lloyds Banking Group is building its next-generation machine learning (ML) platform on Google Cloud’s Vertex AI in a move that will replace legacy systems.
Ranil Boteju, chief data and analytics officer at Lloyds Banking Group,…
Executive Summary
Two factors are converging to make customer relationship management (CRM) deployments more cost-effective and more customized to the needs of individual businesses. Artificial intelligence (AI) and composable application platforms combine to reduce the costs…
About This Constellation ShortListâ„¢
Constellation Research estimates $8.2 billion in revenue with a $109.74 billion market for cross-platform agentic AI by 2030, growing at a 67.9% CAGR. This category spans what is known as bots, agents, and advisers…
Executive Summary
This Constellation Best Practices report lays out the reasons why enterprises are operating and will continue to operate on-premises, on their own hardware, and in their own (or rented) data centers. The report highlights the drivers for on-premises IT,…
Market Description
The core tenets for customer success solutions remain focused on automating postsale processes leading up to managing renewal—and, in some cases, expansion—revenue opportunities. Customer success software differs from…
Executive Summary
The excitement about beginning a grand adventure with artificial intelligence (AI) is undeniable. As Constellation Research has recently documented, AI is not just a C-suite transformational project or a functional experiment: AI is a board-level…
Executive Summary
The midmarket customer relationship management (CRM) sector is in a state of flux. Although it is still important to offer the core marketing, sales, and customer support functionality endemic to midmarket CRM deployments, customer expectations are evolving…
AI Will Dominate the Boardroom Agenda, Yet Only a Privileged Few Can Pay for It
Senior executives and policy wonks seek to understand how artificial intelligence (AI) will transform businesses, societies, and economies. Advancements in cloud computing, Internet of Things (IoT…
Customer Story Spotlight
When your company is responsible for delivering licensed and unlicensed medicines across five continents, it’s critical to have resilient infrastructure.
FarmaMondo is a Swiss pharmaceutical group that provides patients access to…
Executive Summary
Artificial intelligence (AI) dominated boardroom discussions across 2024 as business leaders looked to capitalize on the buzz. But 2025 will prove to be a critical year for bringing AI into production. There are early warning signs that these experiments may…
Market Description
Customer relationship management (CRM) is a set of applications and platforms that enables organizations to manage relationships by optimizing key customer experience (CX) business processes such as campaign to lead, lead to order, incident to resolution,…
About This Constellation ShortListâ„¢
Master data management (MDM) is both a technology and a methodology for linking, centralizing, and maintaining enterprise data to a singular point of reference. MDM programs typically include a methodology…
About This Constellation ShortListâ„¢
Infrastructure as a service (IaaS) is a key enabler for next-generation applications that inherently have a nondetermined need for comput- ing resources. IaaS vendors—with their elastic…
About This Constellation ShortListâ„¢
Digital experience (DX) platforms are intended to develop, coordinate, manage and optimize the volume and complexity of customer interactions across digital touchpoints. They provide a means of managing web, mobile…
About This ShortList
Digital asset management (DAM) enables organizations to manage, catalog, deliver, analyze, orchestrate and renew all forms of digital content across a growing landscape of channels. In the new age of digital-first experience, DAM must extend beyond…
About This Constellation ShortListâ„¢
UCaaS represents a comprehensive engagement infrastructure with native channel and collaboration applications to provide a more sophisticated cloud-delivered modern, digital communications platform.. Increasingly,…
About This Constellation ShortListâ„¢
Conversational AI platforms simulate human conversation, enabling self-service and intelligent digital interactions between humans and machines. In early applications, rudimentary chatbots were the earliest use…
About This Constellation ShortListâ„¢
A low-code tool or platform allows application developers to create software solutions with minimal skill and effort. For the purposes of this list, a low-code tool is distinct from a low-code platform if…
About This Constellation ShortListâ„¢
The universe of applications and websites that people use to work and live continues to grow dramatically, creating challenges to adoption and usability. Learning how to efficiently use them all has become a top…