Kelly Knight
Latest from Kelly Knight
As artificial intelligence drives a new wave of token-based spend across cloud and on-premises environments, enterprises are discovering that understanding what they actually owe — and to whom — is harder than ever. The FinOps FOCUS specification is emerging as the open …
Vibe coding moves from weekend hobby to enterprise change management mandate
AI is rewriting how software gets built inside large enterprises — not just at the tooling level, but at the levels of culture, governance and organizational change. The rise of vibe coding, where developers describe intent in natural language and let AI …
Exposure management evolves from vulnerability scanning to full-stack AI defense
AI has fundamentally broken the economics of cybersecurity and exposure management, compressing exploit windows from days to minutes and forcing organizations to rethink how they inventory, prioritize and remediate risk across an attack surface that now includes cloud infrastructure, identities and AI …
Open data architecture powers DoorDash’s real-time logistics and agentic AI ambitions
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 …