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Derek Ashmore on Muck Rack

Derek Ashmore

Roswell
As seen in: TechRadar, TechRepublic, CIO, SiliconANGLE, The New Stack, SD Times, Built In, DATAVERSITY, DevOps.com, Isle of Wight County Press and
I learn for a living. During the week, I take time out to use what I've learned for the benefit of my consulting clients.
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Articles

AI Doesn’t Scale Without a Factory Floor

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By Derek Ashmore
| Techstrong.ai Verified
Across enterprises, platform teams are hitting the same wall: every new AI use case demands yet another bespoke environment, another GPU cluster with slightly different networking rules, another compliance review for the fifth time this quarter. It’s the same pain that once drove the rise of golden paths and internal developer platforms. AI workloads, especially multimodal and GPU-heavy ones, require too many moving parts for every team to start from zero.
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Agentic AI breaks out of the lab and forces enterprises to grow up

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By Derek Ashmore
| SD Times Verified
Enterprises are making faster progress with agentic AI than many expected, not because the tooling is mature, but because companies have realized they can’t afford to wait. The leading 10 to 20% of organizations are racing ahead, standing up internal “agent platforms” that handle planning, tool selection, long running memory, workflow coordination, and human in the loop approvals. Capabilities they once assumed off the shelf copilots would provide.
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AI Doesn't Scale Without a Factory Floor: Why AI Templates are Essential

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By Derek Ashmore
| TechVoices Verified
Across enterprises, platform teams are hitting the same wall: every new AI use case demands yet another bespoke environment, another GPU cluster with slightly different networking rules, another compliance review for the fifth time this quarter. It's the same pain that once drove the rise of golden paths and internal developer platforms. AI workloads, especially multimodal and GPU-heavy ones, require too many moving parts for every team to start from zero.
Open in Who Shared Issue with article?
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