A runtime middleware that intercepts OpenClaw agent tool calls and enforces operator-defined policies before execution
OpenClaw agents can now control macOS desktops via Codex Computer Use, maintain persistent people-aware memory with provenance tracking, spawn subagents autonomously, and make voice calls. The v2026.4.29 release shipped visible-reply enforcement because agents were acting without operator awareness. But visible-reply only covers messaging. File operations, API calls, desktop actions, memory writes, and cost-bearing model invocations still execute without pre-approval. 82% of organizations discovered at least one AI agent workflow that security or IT did not know about in the past year. This product sits between the OpenClaw agent and its tool execution layer, intercepting every tool call and applying operator-defined policies (approval gates, cost limits, data access controls, PII detection, action-type restrictions) before the agent acts.
Social Proof 3 sources
Gap Assessment
4 tools exist (OpenClaw Built-in Dashboard, Databricks AI Gateway, Lasso Security, OpenClaw Mission Control (community)) but gaps remain: No pre-execution policy enforcement, no approval gates, no cost tracking, no PII detection. Reactive observability only.; Enterprise-only, requires Databricks ecosystem. Not available for self-hosted open-source agents like OpenClaw. No personal agent use case..
Features5 agent-ready prompts
Competitive LandscapeFREE
| Product | Does | Missing |
|---|---|---|
| OpenClaw Built-in Dashboard | Real-time activity monitoring, session viewing, instance management, basic configuration | No pre-execution policy enforcement, no approval gates, no cost tracking, no PII detection. Reactive observability only. |
| Databricks AI Gateway | Enterprise governance layer for agentic AI with unified API routing, guardrails, and rate limiting | Enterprise-only, requires Databricks ecosystem. Not available for self-hosted open-source agents like OpenClaw. No personal agent use case. |
| Lasso Security | AI governance platform providing visibility and control over AI usage across enterprise | Focused on enterprise shadow AI detection. Not a runtime interceptor for individual agent tool calls. No support for OpenClaw tool pipeline. |
| OpenClaw Mission Control (community) | AI agent orchestration dashboard for managing agents, assigning tasks, and multi-agent coordination | Orchestration focus, not governance. No policy enforcement, no approval queues, no cost tracking. View-only. |
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