ZUG, SWITZERLAND — August 2026: Recognition reflects Evalueserve’s focus on combining deep domain expertise, data and AI engineering, and workflow transformation to help enterprises turn AI into measurable business value.
Enterprise AI is moving into a new phase.
The conversation is shifting from what AI can do to where it can create meaningful value, how it can be embedded into real business workflows, and what foundations are required to scale it responsibly.
Against that backdrop, Evalueserve has been named to the 2026 Constellation ShortList™ AI Services: Global, published August 19, 2026.
The Constellation ShortList™ is designed to help enterprise technology buyers narrow a crowded market to a focused set of providers for further consideration. For its AI Services: Global research, Constellation evaluates more than 100 offerings using inputs including client inquiries, customer references, partner conversations, vendor selection projects, market share, and internal research.
Its evaluation criteria reflect how much the AI services market has expanded. Beyond AI and machine learning capabilities, the ShortList considers data management and quality, data governance and integration, AI/ML operations, generative AI services, responsible AI, security, and solution accelerators.
That breadth is where Evalueserve is focused.
“Enterprise AI succeeds when technology is connected to the realities of the business: the data, decisions, workflows, controls, and people behind them. Our focus is on bringing deep domain expertise together with AI and engineering capabilities so clients can move from experimentation to solutions that are trusted, adopted, and creating measurable value.”
From AI Experimentation to Business Transformation
Many organizations have already demonstrated that generative and agentic AI can perform impressive tasks. The harder challenge is turning those capabilities into sustainable enterprise transformation.
That requires more than deploying a model.
Organizations have to identify the workflows where AI can make the greatest difference, build the right data and knowledge foundations, redesign how work gets done, establish governance, and measure whether the investment is actually delivering better business outcomes.
This is increasingly changing what enterprises need from an AI services partner.
“The next phase of enterprise AI will be about operationalizing AI across the business. Organizations will need to bring together data, models, governance, security, and workflow transformation to translate rapidly advancing AI capabilities into enterprise value.”
That shift is also changing how Evalueserve works with clients.
Our approach starts with the business rather than the technology alone. Domain experts, workflow specialists, data and AI engineers, and change and value-realization teams work together to understand where decisions are made, where friction exists, and where AI can materially improve an outcome.
From there, we help clients build and modernize the foundations, engineer AI into the workflow, establish appropriate governance, drive adoption, and continually measure value.
It is what we mean by domain-led AI: combining an understanding of how a business actually operates with the technology needed to transform it.
Being included in the Constellation ShortList™ AI Services: Global is an important recognition of that direction — and further motivation to keep pushing beyond AI experimentation toward AI that works in the enterprise.
Explore the Constellation ShortList™ AI Services: Global to learn more.
Source: Constellation Research, Inc., “Constellation ShortList™ AI Services: Global,” R “Ray” Wang, Principal Analyst and Founder, August 19, 2026.
