LV 2 · Infrastructure layer基建层

Enterprise & EducationFull-Scenario Customisation. 企业/教育级全场景服务定制。

End-to-end automation and productivity solutions for companies, public bodies and educational institutions.面向企事业单位及教育机构，提供全套自动化办公效率工具的综合解决方案。

Explore the service matrix查看核心服务矩阵

RAG_ENGINE: ACTIVEAGENTS · WORKFLOWS · KNOWLEDGE

Core philosophy核心理念

An intelligent ecosystem that fits your business 100%.打造与您业务 100% 咬合的智能生态。

We don’t sell standard software in a box. We build engines for capability growth. Our customisation matrix replaces “people hunting for tools” with workflows where intelligent systems actively support people.我们不销售标准化的软件盒子，我们提供的是“能力增长的引擎”。留芳科技的定制化服务矩阵，旨在打破“人找工具”的传统模式，构建“智能主动赋能人”的新型工作流。

Beyond fixing single bottlenecks, we connect the digital silos between departments and unlock the whole organisation’s potential.我们不仅解决单一环节的效率问题，更致力于打通跨部门的数字孤岛，全面释放组织潜能。

Modular, flexible AI toolkit模块化、灵活的 AI 工具包Deep industry understanding深耕行业的专业理解Cross-department integration跨部门数字化集成Organisation-wide capability leap组织能力全面升跃

Core service matrix核心服务矩阵

A modular, composable AI arsenal.模块化、可组装的 AI 武器库。

Combine exactly what you need按需灵活组合

01Intelligent agents & automation

Business hub & super-assistants业务中枢与超级助理

Custom AI agents & AI customer service定制化 Agent 智能体与 AI 客服

Leave rigid chatbots behind. We build “digital employees” with real domain knowledge: 24/7 AI advisors that answer specialist questions, or AI teaching assistants that help with marking and learning analytics.告别刻板的传统机器人。我们为您打造具备行业专识的“数字员工”，如：能够深度解答专业问题的全天候 AI 客户顾问、协助批改与学情分析的 AI 教研助理。

Cross-app workflow automation跨应用自动化工作流编排

Connect your existing systems (OA, student systems, CRM) so data capture → decision → automatic action flows end to end, putting cross-team work on autopilot.打通您现有的内部系统（OA、教务系统、CRM）。实现“数据抓取 → 逻辑判断 → 自动执行发送”的无缝流转，让繁琐的跨部门协作进入自动驾驶模式。

02Office efficiency & multimodal

Peak productivity, every office scenario极致效能与全场景办公引擎

Automated office productivity toolkit自动化办公效能工具包

Cut desk work to the bone: auto-written executive dailies, weeklies and summaries; messy spreadsheets turned into insight in seconds; polished business or teaching decks generated from an outline.极限压缩日常案头工作时间。报告自动生成：一键提取核心数据，自动撰写结构化的高管日报/周报及工作总结；将庞杂的 Excel 数据瞬间转化为洞察分析；根据文字大纲自动生成排版精良的商业/教学 PPT。

Multimodal apps & visual development多模态应用与视觉开发

Give your systems eyes, ears and a pen: on-brand posters and marketing materials in one click, plus live meeting transcription and summaries.赋予系统“看图、听音、作图”能力。支持一键生成符合品牌调性的营销海报、宣传物料，以及会议语音实时转写提炼等复杂多媒体场景。

03Knowledge & infrastructure

Knowledge assets & advanced infrastructure知识资产库与高阶底层基建

Private knowledge base · RAG本地知识库 RAG 检索增强生成系统

Turn years of dormant documents (policies, contracts, teaching archives) into an internal expert that answers in seconds and never makes things up.将组织多年积累的沉睡资产（规章制度、合同档案、内部教研库）转化为“秒级响应、绝不胡编乱造”的内部智能问答专家。

Context Engineering

By carefully designing what the model sees — system prompts, memory, tool calls and output formats — we make large models deliver consistent, controllable, professional results in your specific scenario, far beyond one-shot Q&A.通过精密设计 AI 的输入上下文——系统提示词、记忆机制、外部工具调用与输出格式——让大模型在您的具体业务场景中持续输出高质量、高可控的专业结果，彻底告别“一问一答”的低效交互。

Live system showcase实战系统展示

RAG knowledge graph, running for real.RAG 知识图谱，真实运行。

Live system · flexible multi-model API dispatch真实运行系统 · 多模型 API 灵活调度

Knowledge graph and model console — 600K+ words of knowledge nodes · multi-dimensional semantic links60 万字+ 知识节点 · 多维语义关联

Multi-model dispatch多模型调度

The world’s top models, routed flexibly全球顶级模型灵活调度

A unified API layer routes each task to the right frontier model, balancing cost and performance for your needs.统一 API 层智能路由顶尖大模型，为您的业务需求动态优化，平衡成本与性能。

openai/gpt-4.1FLAGSHIP

claude-sonnet-4FLAGSHIP

gemini-2.5-proFLAGSHIP

deepseek-reasonerCOST-EFF

grok-3-betaCOST-EFF

gemini-2.5-flashCOST-EFF

+ more models added continuously · staying at the frontier+ 持续接入更多模型 · 始终站在技术前沿

AI auto-report generationAI 自动报告生成

Professional structured reports, in one click.一键输出专业级结构化报告。

“Tedious data compilation and report writing, compressed into seconds of intelligent output.”“将繁琐的数据整合与报告撰写，压缩为秒级的智能输出。”

Structured output结构化输出

Key data extracted automatically into multi-level reports that follow industry standards.自动提取核心数据，按行业标准生成多层级结构化报告。

Multi-format delivery多格式交付

Export to PDF, Word, PowerPoint and more in one click.一键导出 PDF、Word、PPT 等多种格式。

Your brand, built in品牌定制化

Fully aligned with your visual identity for a consistent look.完全贴合机构 VI 标准，保持视觉一致性。

AI-generated five-page health action plan — 5-page personalised health plan · AI-generated · print-ready5 页个性化健康行动计划 · AI 自动生成 · 可直接打印

Case studies商业落地实战案例

Proven in high-barrier industries. Not just tech — real business value.深耕高壁垒行业的成功验证，不仅懂技术，更懂商业价值。

Healthcare · flagship case医疗与健康 · 标杆案例

Serious healthcare & wellbeing — a high-privacy AI diagnostic and education system严肃医疗与大健康 —— 高隐私 AI 辅诊与教育陪伴系统

B2B healthcare enablement (BSSM project)B2B 医疗赋能（BSSM 项目）

With the British Society for Sexual Medicine (BSSM) and Prof. Mike Kirby FRCP, we used advanced RAG to turn 450+ clinical papers into a precise AI “medical brain” — removing ambiguity in blood-test interpretation and supporting patients from symptom screening to recovery planning.与英国性医学学会（BSSM）和 FRCP 教授 Mike Kirby 合作，运用高级 RAG 将 450+ 专业医学论文转化为精准 AI “医学大脑”。消除血液检验解读歧义，从症状筛查到恢复计划，实现全流程无缝 AI 支持。

B2C high-privacy education (reproductive health platform)B2C 高隐私教育（生殖健康平台）

A supportive AI agent built on a 600,000-word compliant knowledge base, strictly aligned with official guidance. It produces age-appropriate material and advice, closing information gaps for young people while protecting their privacy.以 60 万字合规数据库为基础构建智能 AI Agent，填补教育空白（严格遵循官方指南）。自动生成年龄适配教育内容与指导，精准解决青少年信息空白与隐私顾虑。

LIVE PRODUCTBSSM TD Navigator4-stage end-to-end AI diagnostic system四阶段全流程 AI 辅诊系统

Official resources integration — EXTERNAL API INTEGRATIONOfficial resources, connected directly官方 API 直连NHS · Mind · Rape Crisis

O2O elite educationO2O 精英教育

O2O elite education — an academic bridge and admissions platform for top UK independent schoolsO2O 精英教育 —— 英国顶级私校学术衔接与招生平台

Partnership network战略合作网络

Deep partnerships with four leading UK independent schools, including Ruthin School and Malvern College, using AI to close cross-border information gaps and reshape admissions.与包括 Ruthin School 和 Malvern College 在内的四所英国顶级私校建立深度合作，用 AI 打破跨境教育信息鸿沟，重塑招生路径。

Core solution & commercial value核心方案与商业赋能

AI mock exams and vocabulary labs mapped to the curriculum, with transparent dashboards for students, parents and schools — proof that Context Engineering transfers commercially.AI 虚拟考试与词汇实验室，完整对标课程体系，三方透明仪表板。证明 Context Engineering 的商业可迁移性。

SCHOOL DIRECTORYElite schools showcase精英私校展示系统Ruthin · Malvern · Durham · Plymouth

LEARNING ANALYTICSIGCSE learning dashboardIGCSE 学习数据看板Tests · vocabulary · accuracy · active days测试 · 词汇 · 正确率 · 活跃天数

Build with us与我们共建

Ready to build your own
intelligent ecosystem?准备好构建您的
专属智能生态？

Tell us your business scenario. Our AI architects will design a module combination for you, with a detailed implementation roadmap.告诉我们您的业务场景，我们的 AI 架构师将为您量身设计模块组合方案，并提供详细的落地路径规划。