Results

Analyst Blog
January 15, 2026

How Should Executives Think of AI in 2026?

Board Strategy
Plenty has been said about how AI should be done over the next 10+ years. What about today's concerns for the next 12 months? How should executives discuss AI in the enterprise for the next 12 months? What are the questions they should be asking, and the steps they should be taking? What are the biggest concerns?
Esteban Kolsky
Analyst Blog
January 05, 2026

Monday's Musings: Davos 2026 - In A Spirt of Dialogue, Conversation Starters For Debate (Part 1)

Data to Decisions
Another year, another Davos. With 3000 official and 5000 unofficial attendees at UnDavos and a host of amazing side events, the beginning of the year marks a rite of passage for the C-Suite. While convening high above the Swiss Alps, these global leaders will quot;talkquot; about the state of world affairs and the economy.
R "Ray" Wang
Analyst Blog
December 29, 2025

News Analysis: Why 2025 Became The Age of AI

Data to Decisions
From AI breakthroughs to infrastructure investments, 2025 reshaped the tech landscape. CGTN's Sally Ayhan spoke to Ray Wang, Principal Analyst at Constellation Research, about the year's biggest tech milestones and what's driving competition heading into 2026.
R "Ray" Wang
ConstellationTV
December 17, 2025

2025 Enterprise Awards | CRTV's Best & Worst in Enterprise Technology

Future of Work
The results are in! We are excited to announce the 2025 Enterprise Awards, recognizing the standout leaders, innovations, breakthroughs, and yes, a few unforgettable flops that shaped enterprise technology this year.
Chirag Mehta
Esteban Kolsky
Holger Mueller
Larry Dignan
Martin Schneider
Michael Ni
R "Ray" Wang
Analyst Blog
December 17, 2025

Constellation 2025 Enterprise Awards

Data to Decisions
This year’s Enterprise Awards honor the trailblazers driving this next chapter of enterprise transformation. After a spirited debate across our analyst team, we’re proud to present the technologies and companies that defined enterprise excellence in 2025.
Liz Miller
Larry Dignan
R "Ray" Wang
Holger Mueller
Martin Schneider
Chirag Mehta
Michael Ni
Esteban Kolsky
Analyst Blog
November 20, 2025

Quantum, Geo-Targeting, and Freshworks Strategic Pivot

Data to Decisions
ConstellationTV episode 118 covers the latest enterprise tech developments, creative advertising solutions, and strategic pivots from leading organizations.
Hannah Mason
Liz Miller
Holger Mueller
October 27, 2025

Future of Staffing: How Siemens Leverages AI and Certinia

Data to Decisions
Kurt Kuelz shares how Siemens is transforming global workforce management by leveraging AI-powered solutions from Certinia—driving strategic staffing, improving employee satisfaction, and moving toward true digital transformation.
R "Ray" Wang
Analyst Blog
October 22, 2025

AI, SaaS, and Data Strategies | CCE 2025 Day 1 Recap

Digital Safety, Privacy & Cybersecurity
lt;span style=quot;line-height:normalquot;gt;In a live analysis after CCE day one, Constellation analysts addressed the skepticism, fatigue, and genuine uncertainty that many organizations are experiencing behind closed doors.lt;/spangt;
Holger Mueller
Larry Dignan
Liz Miller
Michael Ni
Martin Schneider
Analyst Blog
October 17, 2025

Mastering AI Content Revolution: Strategy for the Future

Data to Decisions
Constellation analysts R quot;Rayquot; Wang and Liz Miller explore how AI and LLMs are transforming content creation, search authority, and brand visibility.
R "Ray" Wang
Liz Miller
Hannah Mason
ConstellationTV
September 26, 2025

Leadership Shifts, Fintech Breakthroughs & AI-Powered CRM | CRTV Episode 114

Data to Decisions
Martin Schneider and Larry Dignan cover Oracle’s co-CEO shakeup, the rise of agentic AI, Thoma Bravo’s $1.4B PROS deal, a Supernova spotlight on Brazilian fintech Jeito, and new research on how AI is reshaping HubSpot and CRM for SMBs.
Larry Dignan
Martin Schneider
Analyst Blog
August 05, 2025

Monday's Musings: Here Come the AI Exponentials

Data to Decisions
lt;p style=quot;margin-top: 24px; margin-bottom: 5px;quot;gt;Legacy Companies are Thinking in the Wrong Scale lt;span style=quot;font-size:12ptquot;gt;lt;span style=quot;tab-stops:28.0pt 56.0pt 84.0pt 112.0pt 140.0pt 168.0pt 196.0pt 224.0pt 3.5in 280.0pt 308.0pt 336.0ptquot;gt;lt;span style=quot;text-autospace:nonequot;gt;lt;span style=quot;font-family:quot;Aptosquot;,sans-serifquot;gt;lt;span style=quot;font-family:Helveticaquot;gt;Whatever gains expected from digital transformation will be blown to shreds by AI Exponentials at a logarithmic scale not seen since the advent of the internet. While at first this may sound like more AI hyperbole, the early indications for organizations who begin their journey as AI Natives by design show a tremendous advantage versus the AI Enabled who have to reduce their legacy technology, cultural, and financial debt. lt;/spangt;lt;/spangt;lt;/spangt;lt;/spangt;lt;/spangt;
R "Ray" Wang
Insight News
July 08, 2025

Apple names new chief operating officer, Williams to retire

Data to Decisions
Apple said Jeff Williams, chief operating officer, will retire at the end of the year and Sabibh Khan, senior vice president of operations and architect of the company's supply cha...
Larry Dignan
Analyst Blog
April 28, 2025

Monday's Musings: Ray's Law - Intelligence Is Doubling Every 7 Months

Data to Decisions
lt;span style=quot;font-size:12ptquot;gt;lt;span style=quot;font-family:quot;Aptosquot;,sans-serifquot;gt;In the Artificial Intelligence world, there's Ray's Law. AI capabilities double every 7 months. At this seven month doubling rate, in two years, this will be a 1500% increase. In six years, AI intelligence capability will be 10,0000%.lt;/spangt;lt;/spangt;
R "Ray" Wang