Shenzhen Qianhai · Research Lab

The infrastructure stack
for sovereign AI agents.

ARLI builds the four layers every autonomous agent needs — execution, intelligence, communication, and legal personhood. Live in production.

Try the agent — type anything Open Agent →
4Sovereignty Layers
300+Models at Wholesale
6Business Domains
100%On-Chain ICP
300+models at wholesale,
not retail
7layer autonomous
execution loop
0servers in the
communication layer
6arxiv papers validate
our architecture
The Stack

The first complete infrastructure stack for autonomous agents.

Most AI companies build products. ARLI builds the infrastructure beneath — what agents need to execute, communicate, and transact independently.

DeepSeek V4 Pro
Claude Opus 5
GPT-4o
Grok 4.5
Qwen 3 235B
Gemini 2.5 Pro
Llama 4
Mistral Large
GLM-5
Kimi K2
Command R+
Reka Core
DeepSeek V4 Pro
Claude Opus 5
GPT-4o
Grok 4.5
Qwen 3 235B
Gemini 2.5 Pro
Llama 4
Mistral Large
GLM-5
Kimi K2
Command R+
Reka Core
How it works

Three steps from request to a completed task.

The agent reasons, selects tools, executes in isolation — up to 15 cycles. Every step streamed in real time.

01

Send a request

Playground, API, or Telegram — multi-platform with persistent state. Type what you need done.

02

Agent executes

Skills, tools, and models are assembled. Tools run in parallel inside a Firecracker sandbox.

03

Review and iterate

Agent checks its own work and retries if needed. Up to 15 cycles. You see everything live.

Research validation

The world is converging on what we have already built.

Six arxiv papers from 2025–2026 independently describe the infrastructure ARLI has deployed. We are the reference implementation.

arxiv 2603.14011 · Mar 2026
Sovereign-OS: A Charter-Governed OS for Autonomous AI Agents
"As AI agents evolve into autonomous economic actors, runtime governance becomes a critical gap."
arxiv 2605.15228 · May 2026
Verifiable Agentic Infrastructure
"Sovereign agents require proof-derived authorization and verifiable execution attestation."
arxiv 2602.14219 · Feb 2026
The Agent Economy
"Current agents lack independent legal identity and cannot hold assets."
arxiv 2602.14951 · Feb 2026
Sovereign Agents: Infrastructural Sovereignty
"Agentic sovereignty — the capacity to persist, act, and control resources."
arxiv 2603.17419 · Mar 2026
Caging the Agents: Zero Trust Security Architecture
"Autonomous agents require zero-trust process isolation."
arxiv 2603.15639 · Feb 2026
The Comprehension-Gated Agent Economy
"AI agents granted economic agency — trades, budgets, contracts."
Company

Shenzhen Qianhai. Wholly foreign-owned enterprise.

Registered in the Qianhai Cooperation Zone. Six business domains under Chinese law.

AI Software & Agents

Theory, applied, basic AI. System integration.

Software Development

Custom dev, outsourcing, sales. Network services.

Robotics R&D

Smart, service, industrial — full lifecycle.

Cross-Border Trade

Import/export, freight, e-commerce, supply chain.

Tech Consulting & IP

Management consulting, IP, tech intermediary.

Digital Content & Data

Data processing, content, translation, analytics.

Ready to build on the agent stack?

Every layer is live in production. Start building today — no credit card required.