B2B DIGITAL TRANSFORMATION

Enterprise AI Services

Turning frontier AI potential into real-world ROI growth. Rejecting hollow "PPT concepts" and cheap wrappers — partnering with boards and leadership to map the path forward.

Service Type 01

AI Product Co-Creation

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Target Client

Medium-to-large enterprises with cutting-edge business ideas but lacking in-house algorithms and product teams

Problem Addressed

External outsourcing vendors do not understand the characteristics of LLMs, resulting in delivered products that are merely "wrapper websites" or riddled with LLM hallucinations, making them extremely difficult to deploy to a production environment.

Delivery Timeline2 - 3 months (depending on the complexity of the solution)
Cooperation ModelJoint Product Co-Creation / Phased Milestone Payments / Tech-for-Equity Joint Operation
Deliverables
High-Fidelity AI Product Prototype Design & Core PRD
Production-Grade MVP Platform Featuring a "Human-AI Collaborative Fallback Mechanism"
Complete Model Selection & System Distillation White Paper, plus Full-Stack Source Code
Implementation Steps

Clarify and pinpoint genuine pain points (rejecting thin wrappers to ensure AI is the optimal solution);

Agile Development: Deliver a v1.0 prototype in the initial phase, leveraging high-frequency data to validate the logic in an offline sandbox;

System Refinement: Establish exception fallback strategies and deliver a full suite of production-ready assets.

Enterprise FAQ

Common questions on agile LLM implementation, hallucination prevention and ROI measurement.

Who owns the intellectual property of a co-created project?

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National Academy of Culture and Tourism Administration Training Registration System
2026-06-30

National Academy of Culture and Tourism Administration Training Registration System

End-to-End Digital Management Platform for Culture and Tourism System Cadre Training Registration

Cultural TourismCadre TrainingDigital TransformationRegistration ManagementGroup RegistrationOnline System

项目背景

国家文化和旅游干部学院承担文旅系统各级干部的专题培训职能,传统报名方式依赖线下表单与电话沟通,存在信息分散、报名流程繁琐、数据统计困难等问题。为提升培训管理效率,学院决定建设一套全流程数字化培训报名管理平台。

解决方案

平台面向公众开放班次浏览与在线报名,支持个人报名与团体 Excel 批量报名两种方式,满足不同单位的报名需求。后台管理系统覆盖班次管理、报名审核、开班通知(SMS)、二维码生成、操作日志及数据导出等全流程功能。系统采用 React + Node.js 技术栈,前后端分离架构,支持移动端访问。

核心功能

  • 班次管理:支持分类、容量、报名截止日期、课程大纲、缴费信息等完整配置
  • 多渠道报名:个人在线报名 + 团体 Excel 模板上传批量导入
  • 候补机制:满员后自动进入候补队列,支持转正操作
  • 开班通知:一键发送 SMS 通知,支持通知预览与记录查询
  • 数据管理:报名信息 Excel 导出,操作日志完整留存
  • 学员账户:学员自助查询本人报名记录与状态
指标 数值
支持班次类别 8 类
报名方式 个人 + 团体(Excel)
通知渠道 SMS
数据导出格式 Excel
管理端核心模块 10+ 个
系统上线后,报名数据实时汇总、一键导出,大幅减少了人工核对工作,培训管理效率显著提升。