Constellation Research's 2025 AI Survey
Enterprise AI adoption expands, but budgets, talent, and data quality will shape the next phase
Innovation and Product-led Growth focuses on driving business expansion through continuous product innovation and user-centric development. This approach emphasizes creating products that solve real customer problems, deliver exceptional user experiences, and have the potential to grow organically through user adoption and word-of-mouth. By prioritizing product value and user satisfaction, companies can accelerate customer acquisition, increase retention, build a vibrant partner ecosystem, and achieve sustainable growth without relying heavily on traditional sales and marketing strategies.
Enterprise AI adoption expands, but budgets, talent, and data quality will shape the next phase
Microsoft launched Agent 365, which is designed to be the control plane for native and third party AI agents, as the company aims to be a horizontal as well as vertical play. The other key theme is that Microsoft is arguing that the best way to incorporate AI agents into your business is to extend the infrastructure you already have.
Frontline workers are having a moment as their importance in the age of AI grows across multiple sectors, including manufacturing and industrial enterprises, and organizations flatten. With all the talk of digital workers and AI agents taking jobs, frontline workers may wind up mattering more.
The pure plays in quantum computing are Davids trying to slay Goliath (or a series of them). In the meantime, the smaller quantum rivals are taking shots at the big guns and each other.
IBM launched its most advanced quantum processor, IBM Quantum Nighthawk, and announced its IBM Quantum Loom, an experimental processor that demonstrates all of the processor components for fault-tolerant quantum computing.
For executives and board members, this briefing serves as a roadmap for balancing innovation with governance — and for making the strategic choices that will define competitiveness in 2026 and beyond.
KPMG is both a partner and a customer for Google Cloud and that dual role is honing methodologies, use cases and approaches for AI agent deployments. On a webinar for analysts, Google Cloud and KPMG walked through the early lessons learned from deploying Gemini Enterprise.
Artificial intelligence and customer experience are a common intersection on earnings conference calls as enterprises. Companies are looking to connect the dots between lifetime value of a customer, driving revenue and hybrid approaches that meld technology and humans. Here's a look at some of the CX efforts detailed in recent days.
Freshworks reported better-than-expected third quarter earnings and upped its outlook for the fourth quarter as the company is expanding wallet share. The company is also aiming to land more business users.
LIVE from AWS Startup Partner Summit: R "Ray" Wang and Bob O'Donnell interviewed Ruba Borno, VP, AWS Global Specialists and Partners, on the future of cloud innovation.
Celonis is looking to embed its process intelligence platform into agentic AI workloads and make it clear that AI agents sans process knowhow won't deliver enterprise value.
Palantir continued to land commercial accounts as its third quarter results handily topped expectations. The company’s US commercial revenue was up 121% from a year ago.