LayerOps monitors, learns, and autonomously optimizes what your AI agents spend — in real-time, at scale, without human intervention.
The average company deploying 10+ AI agents has zero visibility into where that budget goes.
— Industry research, 2026
See exactly what every agent is spending, on which tools, at which times. No lag, no guesses.
Instantly flag agents that are looping, malfunctioning, or burning budget unexpectedly — before it becomes a crisis.
LayerOps learns your agents' spending patterns and automatically reallocates budget, switches models, or pauses spend when targets are at risk.
Know what your agents will cost next week, next month. Budget with confidence, not spreadsheets.
Plug into your agent framework in minutes. LayerOps ingests spend events from any model, tool, or API your agents call.
LayerOps builds a spend model for each agent — baselines, peaks, patterns. It knows what's normal so it can flag what's not.
Autonomous action: reallocate budget, switch to cheaper models, pause spend, alert humans — whatever keeps agents productive and costs controlled.
AI agents are making real purchasing decisions. LayerOps makes sure those decisions stay smart, accountable, and aligned with your goals — without you watching over their shoulder.