A1 — APPLIED AI · ENGINEERING

Kami membangun AI yang benar-benar jalan.Dan source code tetap di tangan tim Anda.

Kami mengirimkan sistem AI terapan, upgrade workflow, dan software pendukungnya untuk perusahaan yang sedang bertumbuh. Dari scoping dan proof of concept hingga tuning dan launch support, kami menyerahkan source code secara penuh.

Lihat case work →
Sistem AI / shipped
30
serah source / delivery
500
mulai respons / waktu
100
mode kerja / pairing
7
CAPABILITY LEDGERv1.0 · ready for delivery
  • LLMAplikasi modelGPT / Claude / Qwen / DeepSeek
  • RAGRetrieval pengetahuanVector search + kontrol akses
  • AGTSistem agentPenalaran multi-step / penggunaan tool
  • WFLAutomasi workflowAutomasi proses / orkestrasi sistem
  • VISSistem visionQA / OCR / analisis gambar
  • ASRVoice dan multimodalASR / TTS / pemahaman video
  • § 01Tidak menjual hype AIno hype
  • § 02Kirim AI yang benar-benar jalanship it
  • § 03Biarkan source code tetap di tim Andano lock-in

DELIVERY MANIFESTO · 2026

Jadikan AI sebagai capability operasional, bukan demo satu kali.

Empat track ini menjawab satu pertanyaan praktis: bagaimana memasukkan AI ke sistem yang sudah ada dan terus menyempurnakannya setelah go-live. Urutannya mencerminkan fokus permintaan delivery terbaru.

§ 01AID
PRIMARY · AI

Sistem AI terapan

Kami membangun produk AI untuk operasi nyata: knowledge assistant, copilot, automasi support, workflow konten, dan alat analisis.

Lapisan kunci
Foundation modelsRAGAI agentsPrompt systems
  • AI Module
  • 01Routing model
  • 02Retrieval pengetahuan
  • 03Evaluasi kualitas
  • 04Deployment privat
§ 02AIX
PRIMARY · AI

Transformasi workflow AI

Kami menyisipkan AI ke operasi, support, sales, dan quality flow agar sistem yang sudah ada bisa bekerja dengan AI di dalam loop.

Lapisan kunci
Redesain workflowAutomasi supportWorkflow AILoop data
  • AI Workflow
  • 01Audit workflow
  • 02Desain ulang titik kerja
  • 03Data loop tertutup
  • 04Optimasi berkelanjutan
§ 03DEVSUPPORT

Delivery software

Kami membangun web app, dashboard, mini-program, dan sistem operasi yang membuat AI bisa dipakai dalam kerja harian.

WebMini appsSistem operasi
§ 04SRCSUPPORT

Produk source-ready

Kami menyediakan paket source yang bisa dipakai ulang untuk AI assistant, knowledge system, dan SaaS operations agar tim bisa mulai dari fondasi yang sudah jalan.

Serah source codeTemplate AIPengembangan lanjutan

Gulir untuk melihat sistem AI yang sedang kami kirim.

Stack ini membuka tiap case secara berurutan: masalah, solusi, nilai, dan sinyal delivery.

Lihat lima kasus terpilih dengan masalah bisnis, pendekatan, dan hasilnya.

Enterprise servicesai-transformation
#2d5bff

AI knowledge assistant for enterprise teams

Repeated support load dropped and the team turned static documentation into reusable AI-ready knowledge.

Masalah
Operational knowledge lived across scattered docs, and both new hires and support teams kept repeating the same questions.
Pendekatan
We indexed policy and product material into a permission-aware retrieval layer and shipped a RAG assistant on top of it.
Manufacturingai-development
#2d5bff

Computer vision quality inspection for manufacturing

Defects surfaced earlier, audit trails became usable, and quality owners could see line performance in real time.

Masalah
Manual inspection was slow, misses were hard to trace, and defect records lived in disconnected spreadsheets.
Pendekatan
We combined visual inspection models with rule-based review and built a line-side dashboard for operators and managers.
Customer serviceai-development
#2d5bff

AI support and ticket collaboration system

Standard questions are answered automatically, complex issues enter the ticket queue, and managers can review recurring issues to improve the knowledge base.

Masalah
Support agents switched across tools, repeated the same answers, and lacked a clean handoff and follow-up workflow for complex issues.
Pendekatan
We built AI answering, ticket routing, cited knowledge sources, and human takeover into one support workspace.
Healthcaresoftware-development
#2d5bff

Home nursing appointment service platform

Service delivery is standardized with traceable records for nurses, users, and the platform, supporting category expansion.

Masalah
Home nursing involves appointment booking, nurse qualifications, care records, risk notices, and payments, making offline management hard to scale.
Pendekatan
We built user booking, nurse acceptance, service records, electronic agreements, reviews, and admin review workflows.
Commercesoftware-development
#2d5bff

Multi-merchant commerce and settlement system

The platform can run merchant onboarding and operations centrally while merchants manage their own products and orders, with rule-based commission and reconciliation.

Masalah
The platform needed to manage merchants, products, orders, after-sales, and commission settlement, which a single-store architecture could not support.
Pendekatan
We separated platform, merchant, customer, and operator roles, then built product, order, settlement, after-sales, and operations dashboards.
CASE / ai-transformationEnterprise services
#2d5bff

AI knowledge assistant for enterprise teams

Masalah
Operational knowledge lived across scattered docs, and both new hires and support teams kept repeating the same questions.
Pendekatan
We indexed policy and product material into a permission-aware retrieval layer and shipped a RAG assistant on top of it.
Nilai
Repeated support load dropped and the team turned static documentation into reusable AI-ready knowledge.
RAGVector searchSupport automationAccess control
answer time < 3sView case
CASE / ai-developmentManufacturing
#2d5bff

Computer vision quality inspection for manufacturing

Masalah
Manual inspection was slow, misses were hard to trace, and defect records lived in disconnected spreadsheets.
Pendekatan
We combined visual inspection models with rule-based review and built a line-side dashboard for operators and managers.
Nilai
Defects surfaced earlier, audit trails became usable, and quality owners could see line performance in real time.
CASE / ai-developmentCustomer service
#2d5bff

AI support and ticket collaboration system

Masalah
Support agents switched across tools, repeated the same answers, and lacked a clean handoff and follow-up workflow for complex issues.
Pendekatan
We built AI answering, ticket routing, cited knowledge sources, and human takeover into one support workspace.
Nilai
Standard questions are answered automatically, complex issues enter the ticket queue, and managers can review recurring issues to improve the knowledge base.
RAGTicket客服工作台Knowledge base
auto-answer rate 68%View case
CASE / software-developmentHealthcare
#2d5bff

Home nursing appointment service platform

Masalah
Home nursing involves appointment booking, nurse qualifications, care records, risk notices, and payments, making offline management hard to scale.
Pendekatan
We built user booking, nurse acceptance, service records, electronic agreements, reviews, and admin review workflows.
Nilai
Service delivery is standardized with traceable records for nurses, users, and the platform, supporting category expansion.
上门医护预约服务记录资质审核
6-step service loopView case
CASE / software-developmentCommerce
#2d5bff

Multi-merchant commerce and settlement system

Masalah
The platform needed to manage merchants, products, orders, after-sales, and commission settlement, which a single-store architecture could not support.
Pendekatan
We separated platform, merchant, customer, and operator roles, then built product, order, settlement, after-sales, and operations dashboards.
Nilai
The platform can run merchant onboarding and operations centrally while merchants manage their own products and orders, with rule-based commission and reconciliation.
多商户订单系统分账运营后台
4 role groups supportedView case

Lebih sedikit kemasan. Lebih banyak hal yang benar-benar bisa Anda review.

Cocok untuk perusahaan yang ingin AI benar-benar masuk produksi, memegang source code, dan terus beriterasi setelah launch.

  1. 01

    AI yang masuk ke operasi

    Kami menyambungkan model, retrieval, agent, dan automasi ke sistem nyata serta bertanggung jawab atas kualitas hasil dan biaya operasi.

    30+ sistemdelivers
  2. 02

    100% serah source code

    Kami menyerahkan application code, prompt system, dan business logic pendukung agar tim Anda bisa terus mengembangkannya.

    ZIP / Gitships
  3. 03

    Ritme delivery cepat

    Kami menjaga komunikasi tetap langsung, bekerja dalam loop pendek, dan menjalankan cadence delivery yang sama untuk tim remote di Asia.

    APACops
  4. 04

    Technical pairing langsung

    Lead teknis tetap terlibat dalam percakapan dan membantu menilai feasibility, anggaran, dan timing rollout.

    1 × 1pair
→ Alur deliveryDELIVERY PIPELINE
  1. 01Tentukan target operasional

    Kami memperjelas outcome bisnis, data yang tersedia, model stack yang masuk akal, dan batas kerja AI.

  2. 02Petakan workflow dan prototipe

    Kami memecah prompt, retrieval, agent logic, dan titik integrasi menjadi proof of concept yang bisa diuji.

  3. 03Bangun dan integrasikan

    Kami menghubungkan model, men-tuning hasil, membangun lapisan aplikasi di sekitarnya, dan menyerahkan source code siap deploy.

  4. 04Luncurkan dan iterasi

    Setelah launch kami memantau kualitas, menyempurnakan prompt dan data, lalu mendukung perluasan tahap berikutnya.

Articles

Notes on applied AI development, enterprise transformation, delivery methods, and case reviews.

Article content will be added into this home section.

COMPANY FILE / HANGZHOU

A Hangzhou technology company delivering mobile internet and applied AI systems

Founded in 2016, Chengshi focuses on mobile internet application development, applied AI integration, apps, WeChat official accounts, mini programs, websites, and reusable industry software systems.

Its self-developed mobile healthcare platform Anxinhu covers nurse home visits, chronic disease care, home-based elderly care, and related information services.

  • National High-tech Enterprise
  • Zhejiang Contract-honoring Enterprise
  • Hangzhou Major Technology Innovation Project
  • MLPS Level 3 Assessment
  • ISO27001 Information Security
  • Cybersecurity Emergency Support Unit
COPYRIGHT WALL

Software Copyright Gallery

SYSTEM LIBRARY

Ready Systems and Industry Solutions

Reusable systems across commerce, local services, crowdsourcing, operations, and AI tools can be delivered as source packages or customized builds.

01

AI & Content Tools

AI Q&A, image generation, rewriting, and business-system integration.

  • AI智能问答工具系统
  • AI绘画系统
  • AI伪原创系统
  • 信息付费系统
  • 知识付费系统
02

Commerce & New Retail

Multi-merchant, single-store, distribution, rebate, short-video commerce, and group-buy systems.

  • 多商户电商系统
  • 单商户电商系统
  • 各类电商系统
  • 短视频电商系统
  • 抖音电商返利系统
  • 淘宝客系统
  • 拼多多返利小程序
  • 京东返利小程序
  • 社区团购系统
  • 新零售系统
  • 盲盒商城系统
  • 农产品系统
  • 校园购物通系统
03

Local Life & On-demand Services

Delivery, errands, booking, home services, medical care, escort care, and driver dispatch systems.

  • 外卖跑腿系统
  • 外卖点餐系统
  • 同城外卖系统
  • 校园外卖系统
  • 同城跑腿系统
  • 校园跑腿系统
  • 承势代驾系统
  • 承势陪诊系统
  • 上门医护系统
  • 上门回收系统
  • 上门私教系统
  • 上门茶艺系统
  • 上门做饭系统
  • 上门洗车系统
  • 上门预约洗鞋系统
  • 家政服务系统
  • 预约服务系统
  • 月嫂服务系统
  • 鲜花店预约系统
  • 露营基地预约系统
04

Transactions, Settlement & Operations

Payment, verification, reviews, points, settlement, commission, flexible labor, and operations systems.

  • 支付系统
  • O2O核销系统
  • 好差评系统
  • 积分系统
  • 积分分佣系统开发
  • 商城分账分佣系统开发
  • 财务记账分账软件开发
  • 灵活用工系统开发
  • 分销会员系统
  • 会员制度管理系统
  • 招聘系统
05

Tasks, Crowdsourcing & Communities

Task bounty, crowdsourcing, part-time work, community services, gaming companion, and shared device platforms.

  • 任务系统
  • 任务兼职系统
  • 任务悬赏系统
  • 众包接单系统
  • 众包兼职系统
  • 社区兼职系统
  • 同城服务系统
  • 同城服务躲猫猫系统
  • 陪玩系统
  • 游戏陪玩系统
  • 共享无人系统
  • 线上云酒馆系统
  • 霸王餐系统
  • 外卖红包系统
  • 承势短剧系统
DELIVERY TEAM

8-person Delivery Team

Product, design, frontend, backend, mobile, AI, QA, and operations work together with clear ownership from scoping to launch.

Zhou Jun avatar

Zhou Jun

Principal / Delivery Lead

Product Lead avatar

Product Lead

Product Planning

AI Engineer avatar

AI Engineer

AI Application Development

Backend Engineer avatar

Backend Engineer

Backend Architecture

Frontend Engineer avatar

Frontend Engineer

Web / H5 / Admin

Mobile Engineer avatar

Mobile Engineer

App / Mini Program

QA Engineer avatar

QA Engineer

Quality Assurance

Ops Support avatar

Ops Support

Deployment & Security

ECOSYSTEM

Partners

  • 阿里巴巴
  • 腾讯
  • 字节跳动
  • 华为
  • 百度
  • 小米
  • 网易
  • 快手
  • 蚂蚁集团
  • 微信
  • 淘宝
  • 阿里云
  • 携程
  • 大疆
  • 豆瓣
  • 联想
  • 哔哩哔哩
  • 中国东方航空

Mulai dari masalah operasional yang ingin diselesaikan. Sisanya bisa kita pecah bersama.

Anda tidak perlu brief yang rapi dulu. Ceritakan tujuan bisnis, sistem yang ada sekarang, dan timeline yang diinginkan, lalu kami bantu menilai apakah bentuk yang tepat adalah assistant, knowledge system, AI workflow, atau source-ready build.

Telepon15168269848
Basis deliveryHangzhou, China · Remote delivery across APAC
Emailcontact@chengshi.ai

Setelah dikirim, brief akan disalin dan tautan telepon dibuka. Anda juga bisa langsung menelepon 15168269848.