Artificial Intelligence
Artificial Intelligence
How AI-driven spending propagates through compute, manufacturing, data centers, and energy — and where bottlenecks may form.
AI is not only a software story. Capital intensity rises as demand moves from models into hardware, facilities, and power.
BGA follows the AI Capital Map: applications and models, compute, advanced manufacturing, packaging, interconnect, data centers, and energy infrastructure.
The research priority is identifying constraints that may define the next phase of spending — before they become consensus.
- Compute and advanced manufacturing constraints
- Data-center delivery and cooling cycles
- Power, grid, and energy infrastructure
- Downstream and midstream bottleneck risks
Follow the bottleneck — not only the narrative.