Kelly Knight
Latest from Kelly Knight
AI’s easy on-ramp has become a costly exit problem for enterprises, says Red Hat
As enterprises push AI beyond the pilot stage, the cost and complexity of running inference at scale are forcing a fundamental rethink of how infrastructure is designed, governed and sourced, putting horizontal cloud — one shared foundation for running workloads across the enterprise — at the center of AI strategy. The open hybrid cloud model ...
Google Cloud sees its marketplace as the launchpad for the agentic enterprise
Enterprise software buyers are moving fast — and they’re no longer shopping the way they used to. The shift toward platform-centric, outcome-driven procurement is accelerating the new agentic reality that’s transforming how work gets done, creating a rare window for companies that have positioned themselves at the intersection of distribution and autonomous AI. As Google ...
AMD and Red Hat target enterprise AI costs with broader compute choice
Enterprise AI adoption has crossed a threshold: The question is no longer whether to invest, but how to do it wisely. As agentic workloads multiply and inference costs rise, AI choice — the ability to match workloads to the right compute rather than defaulting to the most powerful infrastructure available — has become a growing ...
AWS and Atlassian reframe AI as an organizational challenge, not an IT one
Enterprises racing to achieve true AI-native status are discovering that the technology gap is often the smaller obstacle. Instead, the harder challenge is reshaping the people, processes and organizational structures that AI must ultimately run on. As AI-driven workflows transform how enterprise teams plan, build and deliver, the pressure on large organizations to modernize their ...
Enterprise AI deployment is creating a security blind spot traditional architectures can’t handle
Enterprise AI deployment has fundamentally expanded the cybersecurity attack surface, turning data pipelines, model training environments, identity management systems and supply chains into prime targets that traditional security architectures were never designed to defend. The shift from conventional applications to AI factory infrastructure introduces a new class of exposure that organizations are only beginning to ...
Devs are spending only 16% of their time coding. Atlassian is engineering AI to reclaim the rest
The rise of AI coding agents has commoditized code generation, exposing a deeper challenge for software teams: the non-coding friction that consumes the vast majority of a developer’s day. Fixing that gap — not writing more code faster — is fast becoming the defining developer experience opportunity of this AI cycle. Atlassian Corp. is betting ...
Atlassian looks to the pit lane for the winning edge in the enterprise AI race
Enterprise productivity has long been measured by output and headcount, yet the tools and overhauls meant to improve it keep delivering diminishing returns. The discipline software teams quietly perfected over two decades may now hold the answer — and a Formula One team might be the proof of concept. Most enterprise productivity approaches focus on ...
As agents reshape the enterprise, organizations are being forced to rethink the very nature of work
Sovereign AI is changing more than technology stacks — it’s forcing organizations to confront who governs the workforce and what the very nature of work itself has become. The shift is far more than just technical. As organizations embed AI directly into operations, the human layer — hiring, training, managing and motivating workers — must ...
Sovereign AI puts government agencies at a crossroads between ambition and accountability
Governments worldwide are racing to show progress on AI, but the gap between declaring sovereign AI ambitions and actually deploying systems that mission operators will trust is widening fast. No place feels that tension more acutely than the public sector. As federal agencies face mounting pressure to move beyond chatbot pilots toward AI that can ...
The model wars are over. Now, Google is fighting for something bigger
Whoever controls the agentic control plane controls enterprise AI. Google LLC just showed up to that fight with everything it has. The company claiming it can own the full stack arrived at Google Cloud Next 2026 firing on all cylinders, including unveiling the new Gemini Enterprise Agent Platform — but the deeper story was about how that ...