AI inference load-balancer that dynamically routes queries to lowest-energy hardware based on real-time task complexity.
Validated on That's Missing platform | Status: Active Opportunity
Market Catalyst & News Trigger
"Cracks emerging in AI spending boom amid rising infrastructure costs"
Source: TechCrunch
| Published: 10/30/2026
The Workflow Friction
Mid-market enterprises face unsustainable GPU energy costs and lack granular load-balancing for inference workloads.
Problem Summary
Real-world problem signal validation.
One-Shot MVP Builder Blueprint (48 Hours)
Proxy service that classifies incoming API requests and routes them to edge or cloud GPUs based on energy metrics.
Recommended Developer Tech Stack
- Python
- Rust
- Kafka