Tracks multi-step indirect injections in RAG and agent workflows — filtering sources, freezing risky tool calls, or escalating before untrusted data can steer the run.












pip install omega-walls
Stateful attack memory
Omega tracks risk across the session, not just inside a single prompt. This helps catch distributed, multi-step attacks that look harmless in isolation.
Trust boundary before context
Retrieved pages, emails, PDFs, tickets, and tool outputs are treated as untrusted evidence — not as instructions — before they enter the model context.
Controlled runtime response
Omega can soft-block risky documents, quarantine repeated sources, freeze tools, or escalate to a human without shutting down the whole agent.
Agent framework adapters
Use Omega with OpenClaw, LangChain, LangGraph, LlamaIndex, CrewAI, Haystack, and AutoGen. Add it around retrieval, context building, and tool execution, then move from library mode to sidecar or gateway deployment as your agent footprint grows.
Open Source
Free forever, self-hosted
For developers and small teams adding a stateful trust boundary to RAG and agent workloads.
pip install omega-walls
Enterprise
For teams running agents in production
✓ Central policy management across agents
✓ Monitoring dashboard for security actions, tool freezes, and quarantined sources
✓ Audit-ready incident records and replayable decisions
✓ Deployment support, onboarding, and security review
✓ SLA-backed technical support
✓ Priority roadmap requests
Built for organizations that need governance, visibility, and guaranteed response times.
Start with the free version. Move to Enterprise when agent security becomes operational and audit-critical.
| Capability | Open Source | Enterprise |
|---|---|---|
| Core Ω protection modules | ✓ | ✓ |
| Agent framework adapters | ✓ | ✓ |
| Local / self-hosted runtime | ✓ | ✓ |
| Central policy management | — | ✓ |
| Fleet-wide agent monitoring | — | ✓ |
| Audit-ready security actions replay | — | ✓ |
| Tool-freeze / quarantine dashboard | — | ✓ |
| SLA-backed support | — | ✓ |
| Customization for your agent systems | — | ✓ |
Guard task inputs, shared context, and agent handoffs before they reach the crew.
Filter retrieved nodes and external context before they enter the query engine.
Carry trust state across graph nodes, tool calls, and agent transitions.
Separate trusted instructions from retrieved content before the agent acts.
Separate trusted instructions from retrieved content before the agent acts.
May 2026
Enterprise dashboard in private beta
We are working with early users on centralized monitoring, Off event review, policy visibility, and tool-freeze auditing.
Apr 2026
Six agent framework adapters available
Omega now ships adapters for OpenClaw, LangChain, LangGraph, LlamaIndex, CrewAI, Haystack, and AutoGen.
Mar 2026
Omega Walls open-source launch
Initial release with the core stateful analysis engine, intent-aware projection, and agent framework adapters.
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