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AI Forum Code of Conduct 2026
February 10, 2026
Event Sub Page
Constellation AI Forum Past Events
February 10, 2026
Event Sub Page
Observability stands out in enterprise software wreckage
Observability companies, initially thrown out with the SaaS bath water, still matter given strong earnings results from Datadog and Dynatrace. The upshot: AI workloads are only becoming more complicated and that means observability matters. In fact, executives at the publicly available observability companies are noting that the case for their platforms is stronger with AI. Nevertheless, Wall Street analysts were still asking whether enterprises are going to vibe code their way to observability suites. 
February 10, 2026
Insight Blog
AI Forum Testimonials 2026
February 10, 2026
Event Sub Page
AI Forum March 2026 Sponsors
February 10, 2026
Event Sub Page
Cisco launches Silicon One G300, new Nexus switches, AI ops tools
Cisco launched its Silicon One G300 AI networking chip in a move that aims to compete with Nvidia and Broadcom.  The Cisco Silicon One G300 was announced at Cisco Live EMEA and headlined a bevy of product announcements. Silicon One G300 powers Cisco's new N9000 and Cisco 8000 switches and offers 102.4 Tbps switching speeds in liquid cooled systems for hyperscalers, neoclouds, sovereign clouds and enterprises.
February 10, 2026
Insight Blog
IBM overhauls FlashSystem with AI, proprietary memory, SLA focus
IBM revamped its FlashSystem storage portfolio with new systems, a 5th generation FlashCore Module, embedded AI capabilities via FlashSystem.ai and features that can detect ransomware, adapt and meet service level agreements.  Sam Werner, General Manager of IBM Storage, said IBM has been working on the portfolio updates for years and the mission was to use AI to improve productivity. Werner said that AI workloads require mission critical uptime and the speed of solid-state drives. 
February 10, 2026
Insight Blog
Databricks details Q4 figures, raises $7 billion to build out Lakebase, Genie
Databricks said its annual revenue run rate is $5.4 billion, up 65% from a year ago, and it has raised another $7 billion to invest in its Lakebase and Genie efforts.  The $5.4 billion annual run rate is above the $4.8 billion annual run rate disclosed in December.  Databricks valuation remains at $134 billion. The $7 billion capital raise includes $5 billion in equity and $2 billion in debt. 
February 09, 2026
Insight Blog
Workday: Eschenbach out as CEO, Bhusri in
Workday said Co-Founder Aneel Bhusri will as CEO as Carl Eschenbach stepped down. Workday affirmed its outlook.  Eschenbach, credited with strengthening Workday's operations and financial discipline, was CEO for two years. 
February 09, 2026
Insight Blog
SaaS under the microscope: How to evaluate your vendor
Software as a service companies are being repriced, re-evaluated and rethought as analysts, investors and customers wonder how AI agents will affect the category. CxOs need to go through the same exercise to ensure they don't get stuck as enterprise software is disrupted. 
February 08, 2026
Insight Blog
Beating the Odds: AI Leadership, Enterprise Advantage, and Probability Hacking | DisrupTV Ep. 427
Beating the Odds in an AI Era: Leadership, Probability Hacking, and the Power of KindnessOn the latest episode of DisrupTV, co-hosts Vala Afshar and R "Ray" Wang welcomed two guests who approached success and leadership from very different—but deeply complementary—angles: Kyle Young, author of Success Is a
February 06, 2026
Video
News Analysis: Yes, Software is Still Eating the World
$1 Trillion wipeout in a week Enterprise software stocks had been drifting for months as investors quietly questioned whether the traditional SaaS model was sustainable. Then the drift turned into a snap. It took nearly 2 years to erase $5 trillion of market value during the dot-com crash, with Nasdaq falling almost 80% from peak to trough. In early February 2026, it took roughly a week of trading to wipe out nearly $1 trillion of value from enterprise software and related stocks.
February 06, 2026
Analyst Blog
Is the Super Bowl a Master Class in Experience Exploration?
As the question goes: Are you ready for some football? That’s right…it’s Super Bowl time! This year’s championship game will be a far cry from the first Super Bowl at the Los Angeles Memorial Coliseum. When the Kansas City Chiefs faced the Green Bay Packers back in 1967 at the ‘AFL-NFL World Championship Game”, there were only 11 television cameras and 2 production trucks doing the heavy lifting to capture the broadcast. Game statistics were calculated by hand by league statisticians sitting with pencils and play sheets up in the press box.
February 05, 2026
Analyst Blog
Amazon sees $200 billion in capex ahead, AWS sales surge 24%
Amazon met fourth quarter earnings estimates, slightly topped revenue targets and saw AWS sales jump 24% from a year ago. The real whopper was Amazon's capital expenditure projection of $200 billion in 2026. 
February 05, 2026
Insight Blog
Anthropic launches Claude Opus 4.6, OpenAI rolls out GPT-5.3-Codex
Anthropic and OpenAI rolled out dueling models as both large language model providers go after a broader spectrum of professional work. The duel between Anthropic and OpenAI lands as Wall Street increasingly questions the future of enterprise software. OpenAI already made its move to be an AI agent orchestrator with OpenAI Frontier.  Also note that Google will be updating Gemini in months ahead. 
February 05, 2026
Insight Blog
OpenAI launches OpenAI Frontier, aims to be AI agent orchestrator
OpenAI launched OpenAI Frontier, a platform to enable enterprises to build, deploy and manage AI agents, and cited flagship customers including HP, Intuit, Oracle, Uber and State Farm. 
February 05, 2026
Insight Blog
Cognizant aims to solve "AI velocity gap"
Cognizant CEO Ravi Kumar said the company's strategy in 2026 revolves around solving the AI velocity gap between AI infrastructure spending and business value.  Kumar's comments on Cognizant's fourth quarter earnings call are worth noting. Indeed, the gap between actual returns on investment among enterprises and the trillions of dollars thrown at AI infrastructure is wide. 
February 05, 2026
Insight Blog
Alphabet plots massive CapEx increase for 2026
Google Cloud's fourth quarter revenue was $17.7 billion, up 48% from a year ago, as the company saw its Gemini usage spike. Alphabet, parent company of Google, Google Cloud and YouTube, said its 2026 capital expenditures will be between $175 billion to $185 billion, up from $91 billion in 2025. 
February 04, 2026
Insight Blog
How AI Will Transform Business Models, Leadership & Growth
Live from Davos 2026 at the IBM House, Constellation Research’s Ray Wang sits down with IBM’s Neil Dhar to explore how AI is moving from proof-of-concept experiments to real, measurable business transformation. In this conversation, they discuss:
February 04, 2026
Video
Why Your AI Fails Without Data & Workflows Private
At AWS re:invent, R "Ray" Wang talks with Caroline Roche of IBM about how IBM and AWS are partnering to help enterprises move from AI experiments to real business outcomes. They explore:
February 04, 2026
Video
IBM’s Advantage Platform: Killing Technical Debt and Scaling AI on AWS
How do you take projects that used to take 10 months and deliver them in 8 weeks? In this AWS re:Invent conversation, IBM’s Javier Olaizola Casin explains how IBM and AWS are helping enterprises accelerate with data, AI, and hybrid cloud. We discuss:
February 04, 2026
Video
Autonomous Security for Cloud by IBM Consulting
Cloud security was never meant to be manual—but for most enterprises, it still is. In this video, we explore how IBM Consulting’s Autonomous Security for Cloud (ASC), co-developed with AWS, tackles the growing gap between fast-moving cloud environments and traditional, rule-based security operations. Learn how ASC:
February 04, 2026
Video
SaaS death knell storyline illogical, but margin compression is here
Nvidia CEO Jensen Huang said the storyline that software is dead due to AI--generative AI, agentic AI and everything in between--is "the most illogical thing in the world, and time will prove itself." The exact timing of sorting out software winners and losers may be tricky.
February 04, 2026
Insight Blog
Press Releases
February 03, 2026
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