Chainzano Blog
AI Operations
Capacity, reliability, cost and risk control for AI and HPC infrastructure.
beginner5 min read
Measure Useful AI Capacity, Not GPU Activity
A busy accelerator does not prove that an AI service meets its goal. Capacity planning must connect infrastructure use with completed work, latency, quality and demand.
intermediate5 min read
Predictive Operations for AI and HPC Infrastructure
AI and HPC systems produce many repeated events around a smaller set of real risks. Predictive operations needs evidence control, pattern learning and bounded action paths.
beginner5 min read
What the Full Cost of AI Infrastructure Includes
Accelerator price is only one part of an AI platform budget. Power, cooling, network, storage, facilities, software, people and idle risk shape the full cost.