Systems Operational

We deploy and manage AI agent infrastructure.

The full Claw ecosystem — OpenClaw, NanoClaw, MicroClaw, PicoClaw, ZeroClaw, ExoClaw. Secured by FrawdBot. Powered by Qwen-Agent. Interfaced through Claude Code Slack. On your hardware, not ours.

Schedule Consultation → Read Our Papers →
Human and machine handshake — infrastructure partnership

The Challenge

Enterprises want AI agents but lack the infrastructure to run them securely at scale. Internal teams don't have the SRE expertise for production agent deployments.

The Opportunity

OpenClaw and 40,000+ agent platforms are production-ready. Edge compute on customer hardware makes deployment affordable. The entire stack is open source.

The Risk

Without proper infrastructure, agents become security liabilities and compliance gaps. Prompt injection, data exfiltration, and insider threats at machine velocity.

9+Deployments
6–12hSetup Time
40K+Compatible Platforms
21KLines of Detection

The Claw Ecosystem

Six runtimes. One managed infrastructure. The right agent for every deployment.

OpenClaw TypeScript
250K+ ⭐

The flagship. Full-featured enterprise agent with 50+ integrations, plugin system, and department-specific loadouts.

Enterprise Mac Mini / MacBook Pro edge deployments
NanoClaw Python · Agent SDK
Anthropic Agent SDK

Containerized, security-first. Runs on Anthropic's Agent SDK with isolated containers for every tool execution.

Secure multi-channel — Slack, Discord, WhatsApp, Gmail
MicroClaw Rust
Multi-channel runtime

Shared agent engine with provider abstraction, durable session state, and layered memory across every chat platform.

Chat-native workflows with persistent state
PicoClaw Go
<10MB RAM

Ultra-lightweight. Built by Sipeed to run on $10 RISC-V boards, IP cameras, routers, and microcontrollers.

IoT edge, embedded hardware, sensor networks
ZeroClaw Rust
3.4MB binary

Sub-10ms startup. Under 5MB RAM at runtime. 22 AI provider support. Zero dependency overhead.

Minimal footprint, maximum provider flexibility
ExoClaw WASM Sandbox
Deploy in <60s

Managed hosting with WASM-sandboxed tool execution. Real-time monitoring, team workspaces, 100+ AgentSkills.

Cloud deployments with zero-config infrastructure

Agent Depth

Three layers from human conversation to machine execution.

01

Interface Layer Claude Code Slack

Teams interact through natural Slack conversations. @mention Claude with a task, get progress updates in threads, create PRs directly. Already powering enterprise workflows at Netflix, Spotify, Salesforce. The human-agent boundary.

02

Framework Layer Qwen-Agent

Self-hosted reasoning with Qwen3.5 models. MCP support, function calling, code interpreter via Docker sandbox, RAG, and multi-agent orchestration. Air-gapped inference — customer data never leaves customer hardware.

03

Runtime Layer The Claws

Six open-source runtimes matched to deployment requirements. OpenClaw for enterprise, PicoClaw for IoT, ZeroClaw for minimal footprint, NanoClaw for containerized security, MicroClaw for multi-channel, ExoClaw for managed cloud. All secured by FrawdBot. All monitored by Organized AI.

The Stack

Open source at every layer. Managed infrastructure underneath.

Agent Commerce
Coinbase x402
HTTP 402 protocol · Agent-to-agent payments · Crypto + fiat settlement
Orchestration
Stripe Minions
MCP Toolshed · One-shot execution · 400+ tools · Deterministic interleaving
Agent Framework
Qwen-Agent / The Claws
6 runtimes · Function calling · RAG · MCP integration · Code interpreter · Claude Code Slack interface
Runtime Isolation
Alibaba OpenSandbox
Docker · Kubernetes · gVisor · Kata Containers · Firecracker microVM
Security Layer
FrawdBot
Behavioral analysis · 12 detection rules · Campaign tracking · 21,000-line engine
★ Managed Infrastructure
Organized AI
Edge deployment · SRE dashboards · ClickHouse · LangFuse · SOC 2 · Hardware provisioning

Ready to deploy?

From unboxing to production in 6–12 hours.

Schedule Consultation → Read Our Papers →

Services

Three tiers. One infrastructure philosophy. Your hardware.

Tier 1

Agent Setup

Unbox to production. 6–12 hours.
  • Complete OpenClaw installation
  • Mac Mini / MacBook Pro config
  • FrawdBot security included
  • N8N integration layer (200+)
  • SSH remote management
  • Disappearing API key handling
Tier 2 · Most Popular

Managed Infrastructure

Ongoing SRE. Monthly retainer.
  • Everything in Setup, plus:
  • SRE dashboard system
  • ClickHouse caching layer
  • LangFuse API routing
  • PostHog observability
  • Prompt injection protection
  • API gateway + policy enforcement
Tier 3

Enterprise

SOC 2. Multi-agent. Edge fleet.
  • Everything in Managed, plus:
  • SOC 2 compliance architecture
  • Multi-agent orchestration
  • Department-level access control
  • Tailscale edge deployment
  • Hardware leasing facilitation
  • Dedicated Slack support

Papers

Engineering documentation from real deployments and production conversations.

March 2026 · Jordaaan Hill · 12 min read

The Agent Infrastructure Stack

How Four Open-Source Projects Define the Future of Managed AI Services
A technical analysis of the emerging agent infrastructure stack — from Stripe's one-shot coding agents and Alibaba's sandbox isolation to Qwen's agent framework and Coinbase's agent payment protocol. Together they reveal a clear infrastructure layer that managed service providers must build on.
Stripe Minions OpenSandbox Qwen-Agent x402 MCP
Read Paper →
March 2026 · Jordaaan Hill & Colin McNamara · 10 min read

The Infrastructure Playbook

Building Managed AI Agent Services from First Principles
A technical guide to building managed AI agent infrastructure. Covers the database-in-front-of-database pattern, SRE dashboard architecture, API gateway design, fraud detection integration, and SOC 2 compliance — all derived from production deployments.
ClickHouse LangFuse SOC 2 SRE
Read Paper →
March 2026 · Jordaaan Hill & Colin McNamara · 8 min read

Edge Compute Economics

Why Customer Hardware Beats the Cloud for AI Agent Deployment
An analysis of deploying AI agents on customer-owned hardware versus cloud infrastructure. Covers the distributed compute model, Tailscale tunnel architecture, configuration management at the edge, and the economics that make on-premise Mac deployments more cost-effective at scale.
Edge Tailscale Mac Mini Cost Analysis
Read Paper →

About

Infrastructure consultancy for the agent era.

Who We Are

Organized AI is an infrastructure consultancy specializing in AI agent deployment. We partner with Self-Improving Code (Colin McNamara) for enterprise-grade architecture and FrawdBot for insider threat detection.

We don't build agents. We build the infrastructure that makes agents production-ready — the SRE dashboards, the caching layers, the API gateways, the security monitoring, the edge deployments. The boring stuff that makes the exciting stuff work.

Our Principles

On-Premise First

Your Mac Mini, your office, your network, your data. Edge compute beats cloud for AI agent workloads — lower latency, better economics, full data sovereignty.

Framework-Agnostic

OpenClaw, Qwen-Agent, CrewAI, AutoGen — we don't care which framework you choose. 40,000+ options exist. The infrastructure underneath is the same.

Security by Default

FrawdBot behavioral analysis is bundled in every deployment. Not an upsell. 21,000 lines of detection engine monitoring for insider threats at machine velocity.

Events

  • ClawCon
    SXSW · Austin, TX
  • Claw School
    Training · Antler Austin
  • Office Hours
    Weekly · Virtual

Partners

Open Source

Contact

Tell us about your infrastructure needs.

Schedule Directly

30-minute consultation to scope your deployment.

[ Calendly Embed ]

Open Scheduling →

Direct

contact@organizedai.vip

Response Time

Under 24 hours for qualified inquiries.