fim-ai/fim-one
Open-source agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM.
What it solves
Global enterprises often struggle with fragmented systems (ERP, CRM, HR, etc.) that cannot communicate across different regions. FIM One bridges this gap by connecting global SaaS applications with the Chinese enterprise stack (such as Feishu, WeCom, and DingTalk) through a single agent core.
How it works
The platform uses an agent core to orchestrate tasks across connected systems via three modes: a Standalone assistant, an embedded Copilot, and a central Hub for orchestration. It employs ReAct reasoning and dynamic DAG (Directed Acyclic Graph) planning to decompose complex goals into executable steps. The system includes a robust hook system for human-in-the-loop approvals, content guardrails for safety, and a full RAG pipeline for document intelligence.
Who it’s for
It is designed for global enterprises needing to automate workflows across diverse software ecosystems, particularly those operating between international SaaS platforms and Chinese business tools.
Highlights
- Cross-Border Connectivity: Connects global SaaS to Chinese enterprise tools like Feishu, WeCom, and DingTalk.
- Dynamic Planning: Uses LLM-generated DAG planning for multi-step, parallel task execution.
- Enterprise-Grade Safety: Features a multi-layer guardrail system and human-in-the-loop approval hooks for sensitive actions.
- Extensive Integrations: Supports a wide range of databases (including DM and KingbaseES) and messaging channels.
- Advanced RAG: Includes a full pipeline with hybrid retrieval, reranking, and vision-aware document processing.