Iterate.ai Lifeboat Fits Six Times More AI Agents Per GPU

Iterate.ai has launched Lifeboat, an inference engine for large language models that fits two to six times more concurrent AI agent sessions on a single GPU. The engine addresses memory pressure caused by agents generating large, growing context windows at scale. Key features include fair scheduling, key-value cache optimizations, and per-session security capsules. In internal testing on a single Nvidia RTX PRO 6000 Blackwell GPU running a Qwen 30B-A3B model, Lifeboat sustained 2,048 concurrent sessions. A Confidential Computing edition adds hardware attestation and encrypted model weights. Pricing starts free, with paid tiers at $49.99 and $499.99 per month.