Usage in motion
AI Usage Layer
Always know your remaining AI capacity.
Limshift is the lightweight, AI-native layer that tracks AI usage, routes workloads intelligently, and reduces usage overhead — without slowing developers down.
Build faster · Spend smarter · Stay within limits
Product structure
Four modules. One AI usage layer.
LIMIT
Awareness
Know your remaining AI capacity.
Continuous awareness of remaining capacity, usage velocity, and projected exhaustion. Usage broken down by provider, model, team, and project — across OpenAI, Anthropic, and Google AI.
SHIFT
Movement
Route workloads to the right model, automatically.
Policy-driven, intelligent routing. Simple workloads shift to cheaper models. Premium models stay reserved for what matters. Workloads move dynamically as operational conditions change.
HISTORY
Efficiency
Persistent workflows. Lower usage overhead.
Reduces repeated historical processing while preserving workflow continuity. Long-running AI workflows stay scalable as conversations and attached context grow.
EMBED
Integration
Bring Limshift to your own AI platform.
An embeddable AI usage layer for enterprises building their own AI products. Drop Limshift in and your platform inherits LIMIT awareness, SHIFT routing, and HISTORY savings — over an SDK and a thin REST contract.
Designed for every operational layer
From the developer asking am I about to hit my quota? to the CFO asking are we getting our money's worth? — same data, same surface, different cuts.