Results

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
Insight News
January 20, 2026

Agentic AI experiences will determine enterprise winners

Data to Decisions
Agentic AI to date has revolved around architecture, standards, use cases, process automation and productivity, but customer experiences and visions of reinventing categories are m...
Larry Dignan
Insight News
January 20, 2026

ServiceNow expands OpenAI partnership

Data to Decisions
ServiceNow said that it has expanded its multi-year partnership with OpenAI in a move that will revolve around computer-use automation, expanded AI tools and workflows using techno...
Larry Dignan
Insight News
January 20, 2026

OpenAI’s 2026 focus on practical AI points to enterprise

Data to Decisions
OpenAI has $20 billion in annual recurring revenue, but perhaps the bigger news is that the company's 2026 focus revolves around "practical adoption" in health, science and enterpr...
Larry Dignan
Insights
January 14, 2026

Moving from POCs to Outcomes: Measuring Decision Velocity in 2026

Data to Decisions
Constellation analysts Larry Dignan and Michael Ni explore why the Decision Velocity metric is the key to closing the gap between a pilot program and a successful enterprise-wide implementation.
Larry Dignan
Michael Ni
Insights
January 14, 2026

Humanoid Robots are Bunk

Future of Work
Constellation analysts Larry Dignan and Esteban Kolsky examine the "parade of robots" at CES 2026 to separate genuine innovation from marketing hype.
Esteban Kolsky
Larry Dignan
ConstellationTV
January 14, 2026

Sovereign Cloud, Same AWS: Inside the European Build-Out

Digital Safety, Privacy & Cybersecurity
Holger Mueller interviews Mustafa Isik about the new AWS European Sovereign Cloud, why it’s needed, and its implications for data residency, security, and AI in Europe.
Holger Mueller
Insight News
January 14, 2026

Quantinuum preps IPO

Data to Decisions
Quantinuum will file for an initial public offering. The quantum computing company will confidentially file its S-1 with the Securities and Exchange Commission to offer shares. ...
Larry Dignan
Insight News
January 11, 2026

Why enterprise AI leaders need to bank on open-source LLMs

Data to Decisions
Nvidia, which is quickly becoming the champion of AI open-source models in the US, argues that open AI models are roughly six months behind more expensive proprietary frontier mode...
Larry Dignan
Insight News
January 09, 2026

OpenAI doubles down on health, targets providers and patients

Data to Decisions
OpenAI is planning on being a healthcare industry AI player with the launch of OpenAI for Healthcare, a HIPAA-compliant version of ChatGPT for clinicians, just days after debuting ...
Larry Dignan