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Recommended Technology Solutions for Early Adopters

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ShortList

Constellation ShortList™ Customer Growth Automation

Marketing Transformation
The Customer Growth Automation sector could be considered a subset of customer success technology; however, users of this technology need not necessarily have a customer success…
Martin Schneider
ShortList

Constellation ShortList™ Customer Success Software

Marketing Transformation
About This Constellation ShortListPerspectives on customer success have been evolving over the past several years. As we find ourselves more entrenched than ever in the “retention…
Martin Schneider
ShortList

Constellation ShortList™ Cybersecurity Services

Digital Safety, Privacy & Cybersecurity
About This ShortListCybersecurity Services continue to play a central role as organizations face a growing volume of threats, expanding attack surfaces, and persistent skills…
Chirag Mehta
ShortList

Constellation ShortList™ Social Engagement Platforms

Marketing Transformation
About This Constellation ShortListWelcome to the age of AI, which feels more like a warning for social media leaders battling two opposites of opportunity. On the one side sits a…
Liz Miller
ShortList

Constellation ShortList™ AI-Powered Developer Platforms

Data to Decisions
About This Constellation ShortList2025 was the year where AI continued its transformation fo all aspects of software devlopment, one key focus area remains code generation and…
Holger Mueller
ShortList

Constellation ShortList™ CI/CD Vendors for Next Gen Apps

New C-Suite
About This Constellation ShortListAs enterprises are faced with business best-practice uncertainty due to Infinite Computing (for more, see here), they need to build software…
Holger Mueller
ShortList

Constellation ShortList™ Autonomous IT Platforms

Tech Optimization
Autonomous IT Platforms represent the next stage in the evolution of observability and AIOps. As IT environments have become more distributed, dynamic, and software-driven,…
Chirag Mehta
ShortList

Constellation ShortList™ DevOps

New C-Suite
About this Constellation ShortListAs enterprises are faced with business best-practice uncertainty due to Infinite Computing (for more, see here), they need to build software…
Holger Mueller
ShortList

Constellation ShortList™ Revenue Intelligence

Next-Generation Customer Experience
About This ShortListRevenue Intelligence (RI) is an emerging category, and while no single vendor covers every facet - we have begun to see revenue platforms and sales automation…
Martin Schneider
ShortList

Constellation ShortList™ Enterprise Application Platforms

New C-Suite
About this Constellation ShortListThe era of Infinite Computing has cast a spell on business best practices, creating a void of uncertainty regarding what the best practices of…
Holger Mueller
ShortList

Constellation ShortList™ MLOps

Data to Decisions
About This Constellation ShortListWith the explosion of artificial intelligence and ML models in the enterprise space, productionizing ML models is very expensive for many digital…
R Ray Wang
ShortList

Constellation ShortList™ Custom Software Development Services

Innovation & Product-led Growth
About This ShortListCustom Software Development Services (CSDS) are evolving as enterprises move beyond traditional application development toward AI-enabled, adaptive software…
Chirag Mehta