Not Lab AI — AI That Lives Inside Your Business Processes
Together with our affiliate YunForce, Joincom embeds AI into the sustainable daily operations of enterprises — not a PPT that disappears after a consulting engagement, but tools that truly take root in the client's business.
Our View on the AI Business Landscape
Over the past three years, "enterprises need to do AI" has become almost a hollow phrase. Every consulting firm sells AI strategy reports; every tech company demos its own large language model. Yet the portion of AI that actually gets used in real client operations remains remarkably small.
Joincom is not an AI research company, nor an AI consulting firm — we are practitioners who help enterprises actually put AI to work in their operations.
This conviction means we don't sell grand "AI transformation blueprints." Instead, we focus on three things: (1) replacing inefficient enterprise processes with YunForce's AI-OPS product suite; (2) solving specific customer service and brand challenges with AI smart customer service and AI SEO; and (3) making available our own AI-native operating practices (the AI-0 scheduling model) as a reference for clients.
我们的客户里，没有"想做 AI 但不知道从哪开始"的——他们都已经知道自己要解决什么具体问题，也愿意为可量化的结果付费。
YunForce AI-OPS · Five Concrete Scenarios for Embedding AI in Workflows
AI-OPS (AI Operations) is YunForce's enterprise product suite, packaging AI capabilities into five business modules that can be deployed independently or in combination.
BidEasy
AI for Bidding & Tendering
Let AI handle 70% of the work in bid preparation
Automatically parse tender documents, extract key scoring criteria, generate response outlines, and match against historical winning bid cases — freeing your bidding team to focus on strategy and differentiation rather than mechanical document processing.
ComplianceEasy
AI for Compliance Review
Stop letting compliance review be the biggest project bottleneck
Based on the company's own compliance rule library and historical decision cases, automatically review contracts, marketing content, and data usage plans for compliance — flagging risk points and providing revision recommendations.
ReportEasy
AI for Management Reporting
Turn data into readable management narratives, not piles of charts
Automatically consolidate multi-source data from ERP, CRM, and e-commerce backends to generate structured weekly/monthly management reports, distilling key changes and trend assessments — so leadership can read it in 5 minutes and make decisions.
ExpenseEasy
AI for Expense Management
Faster expense filing for employees, faster auditing for finance
Automatically verify invoice authenticity and categories, check compliance with reimbursement policies, and interface with OA systems to complete approval workflows — reducing employee submission time from 15 minutes to 2 minutes, with finance audit efficiency improving severalfold.
ProcureEasy
AI for Procurement
Give procurement decisions a data foundation
Automatically analyze historical procurement data, conduct cross-vendor price comparisons, identify anomalous purchasing patterns, and generate procurement recommendations — upgrading procurement from experience-driven to data + AI driven.
Two Cross-Industry AI Service Capabilities
Beyond the five AI-OPS modules, YunForce offers two standardized AI services applicable across industries.
AI Smart Customer Service
Connecting to the company's own product documentation, service knowledge base, and historical tickets to build a high-accuracy, low-hallucination customer service system. Integrates with WeChat, Feishu, DingTalk, and other workplace platforms, covering pre-sales consultation, after-sales handling, and internal knowledge retrieval.
Reference client: A leading home appliance brand (after-sales scenario, multiple iterations delivered)
Multi-Platform AI SEO Optimization
Providing ongoing monitoring, content tuning, and article placement for your brand's presence and rankings on public AI platforms including DeepSeek, Yuanbao, KIMI, and Doubao — so enterprises stay proactive in how they are "found" in the AI era.
Reference client: A leading elevator manufacturer (multi-platform AI SEO project, ongoing through 2026)
Representative AI Projects Delivered
Delivered by Guangzhou YunForce Network Technology Co., Ltd.
A Leading Elevator Manufacturer
云算力与该企业围绕 AI 咨询服务与多平台 SEO 优化建立长期合作。AI 咨询层面，团队在智慧楼宇场景中的 AI 落地规划、AI 客服楼宇信息训练与留资场景应答等方向协同推进；SEO 优化层面，针对 DeepSeek、元宝、KIMI、豆包等公域 AI 平台对品牌形象的反馈进行持续调优，目标是把品牌一二级关键词的搜索排名前三覆盖率维持在 80% 以上。
Delivered by Guangzhou YunForce Network Technology Co., Ltd.
A Leading Home Appliance Brand
云算力为该企业搭建面向售后客服场景的 AI 智能客服系统。系统通过接入产品资料与知识库，支撑覆盖家电产品问答、场景助手、产品对比等多个子场景。
We Are Also an AI-Native Company
我们之所以敢做 AI 业务系统，是因为聚客自己就是一家 AI 原生公司——日常的策略制定、内容产出、数据分析、招聘流程、客户研究，都在 Claude Projects 上协同完成，由我们内部建立的"AI-0 调度中心"统一编排。
这套自研的 AI 协作体系不是商业产品，但它的实践经验是我们交付每一个 AI 项目的底层保障——我们知道哪些场景 AI 真的能用、哪些场景人的判断不可替代、哪些环节需要审慎设计才能避免幻觉与失控。
想了解我们如何招募 AI 原生人才？加入聚客 →
Let AI Actually Work Inside Your Business
Tell us what specific problem you want AI to solve — customer service efficiency, compliance review, management reporting, procurement decisions — and our team together with YunForce will provide an actionable solution.