AEROSS vs LangChain: Execution Runtime vs Agent Framework

LangChain is a developer framework for building agents. AEROSS is the execution runtime for governing them. Most enterprise deployments need both.

Frequently asked questions

Is AEROSS a replacement for LangChain?

No. AEROSS and LangChain serve different layers of the enterprise AI stack. LangChain builds agents at the framework level. AEROSS governs them at the execution layer. Most enterprise deployments need both — LangChain for construction, AEROSS for runtime governance and coordination.

What does LangChain lack for enterprise compliance?

LangChain has no native audit trail for compliance teams, no action reversibility, no data residency enforcement, and no strategy alignment layer. These are execution runtime concerns, not framework concerns.

Can AEROSS work with LangChain-built agents?

Yes. AEROSS sits above the framework layer and can govern agents built with LangChain, AutoGen, CrewAI, or custom architectures. The framework used to build the agent does not affect AEROSS's ability to govern it.