Overview

Formation builds world models for Digital Agents. AI agents fail 90%+ of the time on real tasks, because LLMs alone can't predict what will happen before they act. Stratus X1-AC fixes that. It's a Digital World Model that sits between your agent and your LLM, predicting actions and next states before the LLM executes anything. Stratus X1-AC improves agentic outcomes across all key metrics - 2× task success rate - 90% token reduction - 4× faster responses OpenAI & Anthropic compatible API. Two-line integration. Works with any agent stack, including OpenClaw