Overview

Agent ZeroFlow (also known as ZeroFlow) is a self-developed cloud AI Agent service created by 依零科技 (Yiling Tech). Founded by hardware engineers Zhang Zhiyong and Shan Wenbang, it evolved from an internal programming efficiency tool into a universal multimodal agent. Inspired by OpenClaw but optimized for enterprise cloud use, it enables anyone to automate real-world tasks across devices with one-click browser access — no local installation required.

Key Features

Multimodal Screen Understanding: Uses vision capabilities of domestic large models (Kimi, DeepSeek, etc.) to "see" any screen interface and interpret UI elements accurately.
Human-like GUI Control: Performs clicks, long-presses, swipes, typing, and gestures on Android (via system Accessibility Service), Chrome browser, and PC desktop.
Unblockable Design: Relies on Android Accessibility Service instead of high-privilege ADB or vendor partnerships, making it resilient against app-level blocks or bans.
Cloud-First & Zero-Barrier: One-click enablement through browser registration; fully cloud-deployed with no setup or environment configuration needed.
Security & Privacy: Sandbox isolation hides sensitive files/keys; a small monitoring model desensitizes and encrypts data in interactions to prevent prompt injection or leaks.
Cost & Performance Optimization: Prompt engineering shortens inputs by ~40% and reduces token usage by ~30% on domestic models; minimal screenshots for efficient operation.

How It Works

Agent ZeroFlow follows the classic agentic loop: understand user intent → plan execution path → call tools/actions → continuously execute with feedback → iterate until task completion. It takes screenshots or reads UI elements, reasons multimodally, and simulates natural human interactions without needing root access or deep integrations.

Example workflow: Order food delivery, book tickets, analyze financial reports, or automate repetitive office tasks across phone and desktop seamlessly.

Comparison to Alternatives

Unlike Doubao Phone (vendor-locked high permissions) or AutoGLM (remote ADB virtual machines), ZeroFlow runs directly on user devices with system-level accessibility for true cross-platform freedom.
Addresses OpenClaw's security risks through dual sandbox + desensitization layers while keeping the open-idea spirit.

Use Cases

Personal automation: Daily tasks like shopping, booking, or content management.
Knowledge work: Financial analysis, operations flows, report generation, data insights.
Enterprise: Cross-device business process automation with audit-friendly security.
Any repetitive, logic-driven task where screen interaction is key.

Background & Status

Launched in early 2026, Agent ZeroFlow secured nearly 10 million RMB in angel funding from individual angels and Shangshi Capital. Funds are being used for feature expansion and broader promotion. The vision is "Agent for Everyone" — democratizing powerful automation with zero access cost so individuals and businesses can focus on higher-value work.

For the latest updates and access, visit the official site at https://yiling.top/.