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Analyst Blog
January 21, 2026

Agentic Automation Doesn’t Fail at Reasoning. It Fails at Inputs.

Data to Decisions
Most enterprise AI failures aren’t caused by bad models. They’re caused by teams trying to scale automation on top of search-era infrastructure. This article is about what breaks after the demo and what you have to build differently.
Michael Ni
Analyst Blog
January 21, 2026

Constellation Research's AI-First Service Firms

Future of Work
Legacy organizations caught between two S-curves must quickly decide whether to start from scratch and migrate, or to modernize their technical debt within their existing organizational structures. Organizations embracing an AI-first approach will make the key architectural shift needed to gain an attacker’s advantage.
R "Ray" Wang
Analyst Blog
May 10, 2023

At Google I/O 2023, Google Cloud launches Duet AI, Vertex AI enhancements

Data to Decisions
Google Cloud is launching Duet AI, which takes Google's foundational generative AI models to make building and deploying cloud applications easier. Developers can also optimize code with Generative AI Support in Vertex AI with new foundation models.
Larry Dignan
Analyst Blog
May 09, 2023

Informatica adds generative AI, ESG tools to its Intelligent Data Management Cloud

Data to Decisions
lt;span style=quot;font-family:quot;Arialquot;,sans-serifquot;gt;The launch, outlined at Informatica World in Las Vegas, highlights the intersection between data management, cloud and lt;a href=quot;https://www.constellationr.com/blog-news/what-generative-ai-definitions-use-cases-and-future-workquot;gt;generative AIlt;/agt;.lt;/spangt;
Larry Dignan
Analyst Blog
May 09, 2023

7 future of work themes to know now

Data to Decisions
The future of work is being rewritten as we speak as technologies such as generative AI and collaboration change the game in real-time. Here are 7 themes to know.
Larry Dignan