Causely is the causal intelligence layer for AI ops agents on AWS. It continuously models your system: what normal looks like, what caused what, how changes ripple, and what safe looks like, and delivers that as structured context via MCP. With Causely, your agents stop guessing, consume fewer tokens, and remediate faster.