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October 15, 2026

Constellation Research's 2026 AI Survey

Data to Decisions
The AI experimentation phase is over. In 2026, AI is becoming part of the enterprise operating infrastructure. The question is no longer whether to use AI, but where to deploy it, which models to use, and how to manage the economics and risk.
R "Ray" Wang
Hannah Mason
CR Pulse
October 15, 2026

Sales Force Automation: Salesforce

Matrix Commerce
Salesforce Furthers Headless CRM Strategy and Unlocks Long-Cycle AI Sales Agents With Dreamforce Announcements
Martin Schneider
Customer Story
October 9, 2026

Caterpillar’s AI Autonomy Efforts Accelerate, But Domain Knowledge Drives Returns

Innovation & Product-led Growth
Caterpillar says its autonomous equipment efforts are accelerating, but the company is focused on using its domain knowledge as the differentiation as it trains its world models. Speaking at CoreWeave’s Fully Connected 2026 conference in San Francisco, Brandon Hootman, vice president of physical AI platforms and…
Larry Dignan
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Analyst Blog
October 12, 2026

Trust, Identity & Control: Every Action Earns Authority

Board Strategy
Enterprise access was designed around a relatively static bargain. Establish an identity, decide what that identity may access, grant the permissions, and assume they remain approp...
Esteban Kolsky
insights live
Constellation Research Insights
Explore our latest publications, videos and analysis to stay ahead of technology trends with your editor Larry Dignan
Nvidia launches DSX POD, aims for modular, preintegrated AI factories
Tech Optimization
October 21, 2026

Nvidia launches DSX POD, aims for modular, preintegrated AI factories

Nvidia launched DSX POD AI factories in a move designed to speed up deployments with modular containers that are integrated and validated before delivery. According to Nvidia, the DSX POD reference design can speed up deployment time at a prepared site from six months to as little as 14 days. ...
Security at machine speed has its growing pains
Digital Safety, Privacy & Cybersecurity
October 20, 2026

Security at machine speed has its growing pains

CTO of the Department of the Navy Justin Fanelli, Vice Admiral (Ret.) Timothy James White, Chief of Texas Cyber Command, and Jamie Wolff, CIO of the National Nuclear Administration, sometimes sparred over AI security topics and risk assessment, but agreed that cybersecurity isn't moving at machine scale yet....
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