A single platform where AI agents autonomously run your sales pipeline, e-commerce, membership, and marketing — you just supervise.
一个让 AI 智能体自主运营销售管道、电商、会员和营销的统一平台——你只需监督。
Unlike Dify/Coze, we don't just give you building blocks. Our agents can actually DO things in your business — process orders, manage members, send emails.
不同于 Dify/Coze，我们不只给你搭积木的能力。我们的 Agent 能在你的业务中真正执行操作——处理订单、管理会员、发送邮件。
Unlike Salesforce/HubSpot, AI isn't a feature that summarizes notes. Our AI agent runs your entire sales pipeline end-to-end, autonomously.
不同于 Salesforce/HubSpot，AI 不只是帮你总结笔记的功能。我们的 AI Agent 端到端自主运行你的整条销售管线。
Business processes run AS AI agents. The platform provides operational infrastructure — agents execute, humans review and approve.
业务流程以 AI Agent 的形式运行。平台提供运营基础设施——Agent 负责执行，人类负责审核和批准。
26 Providers • SSE Streaming • Tool Use
26 家供应商 · SSE 流式 · 函数调用
Unified adapter for OpenAI, Anthropic, Gemini, DeepSeek, Groq, Mistral, Ollama & 19 more. Per-model parameter templates. AIGC: articles, Excel, Word, PowerPoint, images, video.
统一适配 OpenAI、Anthropic、Gemini、DeepSeek、Groq、Mistral、Ollama 等 26 家。按模型参数模板。AIGC：文章、Excel、Word、PPT、图片、视频。
67+ Tools • Skills • Workflows • MCP • Marketplace
67+ 工具 · 技能 · 工作流 · MCP · 市场
Full lifecycle agents with tool binding, executable skills (4 modes), React Flow workflow canvas (9 node types), MCP external tools, marketplace, and a Superagent engine with artifact system.
全生命周期 Agent，工具绑定、可执行技能（4 种模式）、React Flow 工作流画布（9 种节点）、MCP 外部工具、市场，以及超级 Agent 引擎 + Artifact 系统。
Vector Search • Auto-RAG • Knowledge Worker
向量搜索 · Auto-RAG · 知识工人
Vector embeddings, paragraph-aware chunking, cosine similarity search. Agents auto-retrieve relevant context before every LLM call. Autonomous weekly research cycle.
向量嵌入，段落感知分块，余弦相似度搜索。Agent 每次 LLM 调用前自动检索相关上下文。自主每周研究循环。
5 Sources • AI Research • Email Outreach
5 个数据源 · AI 研究 · 邮件外联
5 collection sources (Google Maps, Gaode, Outscraper, Gosom). 3-tier AI research pipeline with fit scoring. Full email client with multi-account IMAP/SMTP and lead auto-linking.
5 个采集源（Google Maps、高德、Outscraper、Gosom）。3 级 AI 研究管道 + 匹配度评分。完整邮件客户端，多账户 IMAP/SMTP，线索自动关联。
Catalog • Cart • Orders • AI Shopping
商品目录 · 购物车 · 订单 · AI 购物
Product catalog, cart, orders, mobile-optimized storefront (16 pages). Consumers interact with AI to browse, add to cart, and order via natural language. 11 commerce agent tools.
商品目录、购物车、订单，移动端优化店铺（16 页）。消费者通过自然语言与 AI 交互浏览、加购、下单。11 个商务 Agent 工具。
360° Profile • Points • Growth • Tags
360° 画像 · 积分 · 成长值 · 标签
Tiered levels with configurable evaluation, points engine (22 task types, FIFO cost, Redis-locked), growth scores, dynamic SQL-based tags, smart segments, benefits catalog.
灵活等级体系，积分引擎（22 种任务、FIFO 成本、Redis 锁事务），成长值系统，SQL 动态标签，智能分群，权益目录。
Full Lifecycle • Event-Driven • MGM Referrals
全生命周期 · 事件驱动 · 老带新裂变
30+ field coupons, 3 discount modes, targeting by grade/tag. Consumers claim via AI chat. MGM referral campaigns with cross-type prize fulfillment. Event triggers auto-distribute.
30+ 字段优惠券，3 种折扣模式，按等级/标签定向。消费者通过 AI 对话领取。MGM 裂变活动 + 跨类型奖品履约。事件触发自动发放。
Campaigns • Social • WeChat • Content Studio
活动 · 社交 · 企业微信 · 内容工作室
Marketing campaigns (6 objectives), social publishing, WeChat Work integration (6 tabs), content studio with templates and brand voices, web discovery and keyword bank.
营销活动（6 种目标），社交发布，企业微信集成（6 个选项卡），内容工作室（模板 + 品牌语气），Web 发现和关键词库。
5 Surfaces • RBAC • Webhooks • Review Queue
5 个接口层 · RBAC · Webhook · 审核队列
5 API surfaces, enterprise RBAC (219 permissions), human-AI review queue with trust levels, observability, background job backbone, webhook system, Open API with key auth.
5 个 API 接口层，企业 RBAC（219 项权限），人机审核队列（信任等级），可观测性，后台任务骨架，Webhook 系统，开放 API + Key 鉴权。
| Surface | 接口层 | Audience | 受众 | Auth | 鉴权 | Rate Limit | 限流 |
|---|---|---|---|---|---|---|---|
| /api/admin/v1 | Staff | 员工 | JWT + Role | JWT + 角色 | Internal | 内部 | |
| /api/consumer/v1 | Consumers | 消费者 | Consumer JWT | 消费者 JWT | 100/min | ||
| /api/channel/v1 | Deployments | 部署渠道 | Channel JWT | 渠道 JWT | 200/min | ||
| /api/open/v1 | Developers | 开发者 | API Key (SHA-256) | API Key (SHA-256) | Per-key | 按 Key 配置 | |
| /api/public/v1 | Unauthenticated | 未鉴权 | None | 无 | 60/min |
Agents aren't add-ons — they're the execution engine. Every business module is designed for AI-first operation. Chat → Agent → Tool → Business Action is the primary workflow.
Agent 不是附加功能——它是执行引擎。每个业务模块都为 AI 优先运行而设计。对话 → Agent → 工具 → 业务操作是核心路径。
One codebase covers lead generation → email outreach → e-commerce → membership → loyalty → marketing → analytics. No integration glue needed.
一套代码覆盖线索获取 → 邮件外联 → 电商 → 会员 → 忠诚度 → 营销 → 分析。无需集成中间件。
155 tables of real business data that no general-purpose AI can access. The superagent queries live databases, generates reports from real data, and takes actions that directly modify business state.
155 张表的真实业务数据，通用 AI 工具无法触及。超级 Agent 查询实时数据库，从真实数据生成报表，直接修改业务状态。
Cron scheduler (PG SKIP LOCKED), webhook system, event-driven triggers across all modules. Every feature has a built-in path from manual → scheduled → fully autonomous.
定时调度器（PG SKIP LOCKED）、Webhook 系统、跨模块事件触发。每个功能都内建了从手动 → 定时 → 全自主的演进路径。
RBAC (219 permissions), human-in-the-loop review queue with trust levels, audit logging on every tool invocation, CSP/HSTS headers, rate limiting per surface.
RBAC（219 项权限），人机审核队列（信任等级机制），每次工具调用审计日志，CSP/HSTS 安全头，分层限流。
Go single binary + PostgreSQL + Redis + MinIO. No Kubernetes required for small deployments. No external schedulers, message brokers, or Elasticsearch.
Go 单二进制 + PostgreSQL + Redis + MinIO。小规模部署无需 Kubernetes、外部调度器、消息中间件或 Elasticsearch。
5 languages (EN, ZH, JA, FR, ES) with 1,400+ translation keys. Zero hardcoded strings. Ready for instant global deployment.
5 种语言（英、中、日、法、西），1,400+ 翻译键。零硬编码字符串。开箱即用的全球化部署。
Their agents are smart but can't DO anything in your business. Ours run your sales pipeline, process orders, manage memberships, and send emails — autonomously.
他们的 Agent 很聪明，但在你的业务中什么也做不了。我们的 Agent 能自主运营你的销售管道、处理订单、管理会员、发送邮件——全自主。
Their CRM has AI features that summarize notes. Our AI agent runs your sales pipeline end-to-end. No manual data entry, no workflow configuration — the agent IS the workflow.
他们的 CRM 有 AI 功能——帮你总结笔记。我们的 AI Agent 端到端运行你的销售流程。无需手动录入，无需配置工作流——Agent 本身就是工作流。
Their commerce is human-operated with AI as a sidebar. Ours is agent-operated with humans as reviewers. Consumers talk to AI to shop, not click through UIs.
他们的电商是人工操作 + AI 辅助。我们的电商是 Agent 操作 + 人工审核。消费者跟 AI 对话购物，而不是点击 UI。
They have powerful AI but zero business context. Our superagent queries 155 tables of YOUR data — real orders, real members, real leads — and takes actions that affect your business.
他们有强大的 AI 但没有业务上下文。我们的超级 Agent 查询 155 张表的真实数据——真实订单、真实会员、真实线索——并执行影响你业务的实际操作。
164K lines of battle-tested code covering 5 verticals, 26 AI providers, 67+ agent tools. Building this from scratch would take a team of 10 engineers 12+ months.
164K 行经过实战验证的代码，覆盖 5 个垂直领域、26 家 AI 供应商、67+ Agent 工具。从零构建至少需要 10 人团队 12+ 个月。
SMBs who need one integrated system — not CRM + AI platform + email tool + e-commerce + loyalty program + marketing automation + integration middleware. One platform. One agent. One dashboard.
需要一站式集成系统的中小企业——不再需要 CRM + AI 平台 + 邮件工具 + 电商 + 忠诚度系统 + 营销自动化 + 集成中间件。一个平台，一个 Agent，一个仪表盘。