Kelly Knight
Latest from Kelly Knight
As enterprises race to support machine learning, agentic workflows and analytics on the same infrastructure, open data architecture has emerged as the dividing line between platforms that scale and those that stall. At petabyte scale, logistics platforms can’t afford a monolithic data …
Fiduciary-grade AI sets the bar as Thomson Reuters brings governed intelligence to the professions
Professionals who carry personal liability for their decisions — lawyers, tax accountants, auditors — cannot afford AI that gets it wrong. As enterprises accelerate deployment of agentic systems, the firms serving those professionals are discovering that fiduciary-grade AI — intelligence built on …
Custom model training is bringing enterprise AI from experimentation to production
As artificial intelligence moves from proof of concept into enterprise production, custom model training on governed data is emerging as a critical unlock for organizations that need domain-specific accuracy without sacrificing security or control. The shift is pressing enterprise platforms to rethink …
Strong AI data foundations turn enterprise chaos into competitive advantage
Enterprises are learning that the race to AI-native operations is not won by deploying the most tools or agents — it is won by the organizations that build the most trusted AI data foundations underneath them. As Snowflake’s agentic enterprise vision takes …
Dell and H2O.ai target the token-cost problem with vertical AI models
As artificial intelligence adoption accelerates inside enterprises, the economics of generative AI are forcing a fundamental rethink. Runaway token costs, data sovereignty demands and a growing gap between AI pilots and production ROI are pushing organizations to reconsider where their models run …
Azure Local and disaggregated infrastructure are rewriting private cloud economics
As enterprises confront rising memory and storage costs alongside mounting pressure to run AI workloads on-premises, the fundamental architecture of the private cloud data center is changing beneath their feet — and Azure Local is emerging as a key part of that …
Physical AI takes off: How real-time data keeps Fraport’s airports running on time
Physical AI is no longer a concept confined to factory floors and autonomous vehicles — it is reshaping the complex, time-sensitive operations of some of the world’s busiest airports. The operators managing dozens of airports and tens of millions of passengers face …
As token costs shoot up, Dell doubles down on desktop AI
As enterprises confront spiraling cloud inference bills, on-prem AI computing is emerging as the decisive lever for making agentic AI economically viable at scale. Dell Technologies Inc.’s announcement of Dell Deskside Agentic AI put on-prem AI computing at the center of its enterprise …
If enterprise data is the oil, Dell wants disaggregated infrastructure to be the pipeline
Disaggregated infrastructure is displacing the all-in-one data center stack — and the economics of AI are making that reality impossible to ignore. The vast majority of enterprise data still resides on-premises, making it a natural anchor for the next wave of AI …
Runaway token costs and sovereignty concerns are driving enterprises back to the desktop
The AI PC is being fundamentally redefined as agentic workloads push the boundaries of what local compute can deliver — and as runaway cloud token costs force enterprises to rethink where inference actually happens. The PC’s resurgence as the ultimate AI endpoint …