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Exponential Efficiency in the Age of AI
Big Idea
March 05, 2025
AI Will Dominate the Boardroom Agenda, Yet Only a Privileged Few Can Pay for It
Box's master plan: Be the unstructured data enabler of agentic AI
Will Box become the content and context enabler of the agentic AI food chain? Box CEO Aaron Levie is betting on it. With an investor day on tap, Levie laid out Box's AI and genAI master plan, which has been advancing over the last 18 months or so. With the rise of agentic AI, Box's vision is playing out.
March 05, 2025
Insight Blog
HOT TAKE: Microsoft Packages up Agentic Tools for Faster Path to AI-led Selling Motions
Microsoft has been building out its generative and agentic AI tools for some time now, building upon its mega-billion investment in OpenAI. The evolution of Microsoft’s copilot concept is of course built on agentic AI, and multi-agent flows. Today, the company announced a new packaging concept, the “AI Accelerator for Sales” which combines Microsoft’s existing AI capabilities and a few new wrinkles just announced.  The program includes the following resources for sales organizations looking to transform their operations with AI tools and agents:
March 05, 2025
Analyst Blog
Salesforce expands ecosystem, courts developers and partners to Agentforce
Salesforce launched a developer edition of Agentforce and a marketplace for pre-built partner agents and actions. The launch comes as Salesforce follows up with its next phases of its Agentforce rollout. The focus on developers, announced at Salesforce's TDX conference, is designed to build an ecosystem around Agentforce.
March 05, 2025
Insight Blog
Microsoft launches AI Accelerator for Sales, AI agents near public previews
Microsoft launched a series of AI agents and an AI accelerator program for sales as it outlined a bevy of customer references implementing the software giant's copilots and agents. The company's AI agent tools are being rolled out in Dynamics 365 and are natively integrated across Microsoft 365 productivity apps. The AI agents will connect to an enterprise's data platform (Azure and third parties) and use Microsoft's horizontal data across productivity apps and LinkedIn to include context. Here's what's rolling out:
March 05, 2025
Insight Blog
FarmaMondo Future-Proofs Infrastructure to Deliver Medicine Globally
Case Study
March 04, 2025
Customer Story Spotlight When your company is responsible for delivering licensed and unlicensed medicines across five continents, it’s critical to have resilient infrastructure.
CrowdStrike delivers strong Q4, but earnings outlook light
CrowdStrike reported better-than-expected fourth quarter results as the company was seeing strong enterprise demand for its AI driven security platform
March 04, 2025
Insight Blog
Employee Experience Platforms: Workday Peakon
CR Pulse
March 04, 2025
Market Description 
Top 5 Takeaways from Dynatrace 2025 | CR Analyst Andy Thurai
Constellation analyst Andy ThurAI recently attended the Dynatrace Perform 2025 in Las Vegas and shares five main takeaways about the future of #observability and AI governance... 
March 04, 2025
Video
Michael Ni Joins Constellation Research as Vice President and Principal Analyst to Lead Data to AI-driven Decision Automation Coverage
Veteran product and GTM leader to help enterprises scale SaaS & AI solutions, driving growth through market insight, and automating AI decision-making
March 04, 2025
Press Release
AI agents aimed at healthcare, but data interoperability still a big issue
Google Cloud and Microsoft are launching generative AI tools aimed at healthcare by streamlining documentation and searching unstructured data to optimize workflows. Vendors keep rolling out healthcare focused AI and automation, but the industry still struggles with transformation as well as data interoperability.
March 03, 2025
Insight Blog
Actian adds marketplace, self-serve to Actian Data Intelligence Platform
Actian with its Winter 2025 Data Intelligence Platform release added self-serve data access requests, data products with a marketplace and user experiences for data consumers and producers.
March 03, 2025
Insight Blog
The 2025 SuperNova Award Application is Open!
Deadline for Submissions June 13, 2025 We are excited to announce the launch of our fifteenth annual SuperNova Awards. This prestigious program recognizes early adopters who demonstrate true leadership in digital business and shines a light on those teams who have overcome the odds to successfully apply emerging and disruptive technologies.
March 03, 2025
Analyst Blog
Qualcomm fleshes out Dragonwing with fixed wireless access platform
Qualcomm fleshed out its Dragonwing platform as it launched a series of fixed wireless access building blocks designed to enable AI inference use cases as well as industrial applications. At Mobile World Congress, Qualcomm aimed to stretch beyond its 5G modems, smartphones and PCs to enterprise use cases. Qualcomm launched its Dragonwing branding designed to target enterprises and industrial IoT use cases as well as a partnership with IBM.
March 02, 2025
Insight Blog
Will CX suffer from an overreliance on AI?
Although AI--generative, agentic and everything in between--is viewed as a tool that can improve customer experience there is the risk that enterprises may rely too much on the technologies. At Constellation Research's Ambient Experience Summit 2025, we held a workshop on ways to think different about experiences and address one key challenge. Over-reliance on AI was a big theme as was disjointed customer journeys.
February 28, 2025
Insight Blog
Dell Q4 powered by AI servers
Dell Technologies delivered better-than-expected fourth quarter earnings as it continues to see strong demand for AI servers. Shipments for AI servers will hit $15 billion in fiscal 2026, according to the company. The company reported fourth quarter earnings of $2.15 a share on revenue of $23.9 billion, up 7% from a year ago. Non-GAAP earnings were $2.68 a share. Wall Street was looking for earnings of $2.53 a share on revenue of $24.57 billion.
February 27, 2025
Insight Blog
AI Trends for 2025 and Beyond
Trends
February 27, 2025
Executive Summary
OpenAI's GPT-4.5 has more emotional intelligence, could expand use cases
OpenAI launched a research preview for GPT 4.5 and perhaps the biggest takeaway is that it can fake emotional intelligence pretty well--potentially better than a few humans we know. The company outlined GPT-4.5 and noted that early testing shows that interactions with humans are more natural. OpenAI noted:
February 27, 2025
Insight Blog
Transforming Cybersecurity Through Platformization and AI | IBM and Palo Alto Networks
IBM and Palo Alto Networks formed a strategic partnership 🤝 to help organizations transform their #cybersecurity through security platformization and the integration of advanced #AI capabilities... Constellation analyst Andy Thurai interviewed Tim Van den Heede, VP of Global Security Services Sales IBM, and Kevin Kin, Global VP of GTM and SOC Transformation at Palo Alto Networks, to learn more. Here's a snapshot of what they covered:
February 27, 2025
Video
SAP Business Data Cloud, Data Lakehouse Solutions, CX Trends | ConstellationTV Episode 99
Don't miss ConstellationTV episode 99 ??  Holger Mueller and Liz Miller discuss the latest #enterprise news, specifically SAP's introduction of their new Business Data Cloud (BDC) solution. They dive into SAP's strategic shifts, key technology innovations, and how the BDC platform positions SAP for the future. Other topics include updates on Avaya, Amazon Chime, and the latest developments in #quantum computing. 
February 27, 2025
Video
Midmarket CRM Suites: Zoho
CR Pulse
February 27, 2025
Market Description
AWS launches Ocelot quantum chip, claims error correction breakthrough
Amazon Web Services launched Ocelot, a first generation quantum computing chip that was developed with the California Institute of Technology. The news lands as quantum computing developments land almost daily. IonQ is betting on quantum networking. Microsoft launches its new quantum computing processor and approach. Quantinuum blends AI and quantum computing. And meanwhile, the industry awaits a Nvidia GTC quantum computing panel with Jensen Huang. Recent headlines include:
February 27, 2025
Insight Blog
IonQ doubles down on quantum networking, names new CEO as it eyes scale
IonQ is doubling down on quantum networking with an acquisition, diversifying globally and has a new CEO along with fourth quarter results and plans to raise more capital. For one of quantum computing's highfliers that's a busy afternoon and a lot of transition going into a new fiscal year.
February 27, 2025
Insight Blog
Nvidia strong Q4, outlook eases AI infrastructure spending fears for now
Nvidia delivered strong results in the fourth quarter as its data center business posted growth of 93% from a year ago. The company reported fourth quarter earnings of 89 cents a share (GAAP and non-GAAP) on revenue of $39.3 billion, up 78% from a year ago. Wall Street was expecting Nvidia to report fourth quarter non-GAAP earnings of 80 cents a share on revenue of $38.16 billion.
February 26, 2025
Insight Blog

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