About us
What we do
Why us
How it works
Stories
Insights
Contact
Get Started
Scalium
>
Blog
SCAILIUM Blogs - The AI Production Layer
All
Press Release
Customer Story
Categories
Feb 9, 2026
This is the AI industry’s most expensive secret. The average enterprise GPU spends 40% to 80% of its life doing nothing.
Read more
Seven signals that reveal hidden issues in enterprise AI, including pipeline bottlenecks and low GPU utilization.
Jan 20, 2026
January 2026 marked the moment AI Factories moved from theory into production. Humanoid robots entered factories, nations invested in sovereign AI infrastructure, and trillion-dollar compute bets reshaped how intelligence gets built and deployed.
Jan 12, 2026
Eight clear predictions shaping AI factories in 2026. Learn how AI shifts from software to industrial production, driven by energy, infrastructure, and real-world execution.
Jan 4, 2026
As AI scaling hits a wall, power is the new bottleneck. Discover why tech giants have GPUs sitting idle and how a GPU-native AI Production Layer solves energy constraints through throughput efficiency.
Dec 23, 2025
Discover the top AI Factory news for December 2025.
Dec 22, 2025
Enterprise GPU utilization often hovers between 30-50%, creating a 'Silent Crisis' that costs millions in wasted OPEX.
Dec 16, 2025
Discover the AI Production Layer, the emerging infrastructure category solving GPU starvation and bridging the gap between enterprise storage and modern silicon.