From Fragmented
Operations to
Intelligent Execution.
让企业从经验驱动，走向数据驱动与智能执行。
We help manufacturing, trading, and enterprise organizations build AI Agents, knowledge bases, process automation, and intelligent dashboards — grounded in real business workflows, not demos.
Five Capabilities · 五种核心能力
Purpose-Built AI for
Real Enterprise Operations
真正落地的 AI 解决方案
Each solution is designed around measurable business outcomes — not technology demonstrations. We build what your operations actually need.
AI Business Assistant
企业经营 AI 助理
Internal Q&A over company policies, procedures, documents, and business data. Helps employees find answers faster and reduce repetitive communication.
基于企业内部文档与业务数据的智能问答，减少重复沟通，提升响应效率。
Manufacturing Operations Intelligence
制造业运营智能
Production briefing, capacity visibility, machine status monitoring, and exception alerts. Connects shop-floor data with management decision-making.
生产简报、产能可视化、设备状态监控与异常预警，打通车间数据与管理层决策。
AI Pricing & Quotation Engine
智能报价与成本分析
Uses historical orders, material costs, production risks, and margin rules to support quotation decisions. Especially suitable for custom manufacturing.
结合历史订单、原材料成本、生产风险与毛利规则，辅助报价决策，提升报价准确率。
HR Attendance & Overtime Automation
考勤与加班智能分析
Converts raw punch-in/out records into standardized attendance, overtime, absence, and exception reports. Reduces manual HR reconciliation.
将原始打卡数据转化为标准化考勤、加班、缺勤与异常报告，大幅减少人工核对工作量。
ISO & Compliance Document Assistant
ISO 与合规文件智能助手
Helps maintain audit documents, process checklists, version updates, and compliance evidence. Supports ISO9001-style management documentation.
协助维护审核文件、流程清单、版本更新与合规证据，支持 ISO9001 等体系文件管理。
Executive Intelligence Dashboard
管理驾驶舱
Converts operational data into executive summaries, KPIs, risks, and recommended actions. Designed for owners, general managers, and business leaders.
将运营数据转化为管理层摘要、KPI、风险提示与行动建议，专为老板、总经理和二代企业家设计。
Built for Ambitious Operators
and Transformation Leaders
服务有升级意识的企业经营者与转型负责人
Manufacturing SMEs
制造业中小企业
Chinese and North American manufacturers seeking to digitize operations, improve production visibility, and reduce cost variability.
中国及北美制造业中小企业，推进运营数字化、提升生产可视化、降低成本波动。
Second-Generation Business Leaders
厂二代 / 二代企业家
Next-generation operators driving management upgrades, digital transformation, and internationalization of family businesses.
希望推动管理升级、数字化转型和国际化的厂二代与二代企业家。
Trading & Export Companies
贸易与外贸企业
Export-oriented businesses needing to improve sales efficiency, customer follow-up, quotation accuracy, and compliance management.
需要提升销售、客户跟进、报价和合规效率的外贸与贸易型企业。
Public Sector & Regulated Organizations
政府与公共部门
Government agencies and regulated organizations requiring compliant, secure, and auditable digital transformation solutions.
需要合规、安全、可审计数字化方案的政府机构和公共部门组织。
Consulting Depth. AI Speed.
Execution Discipline.
咨询深度、AI速度、交付纪律。
Business-First, Not Model-First
业务优先，而非技术优先
We start by understanding your business processes, workflows, and pain points — then select the right AI technology. Not the other way around.
我们先深入理解业务流程与痛点，再选择合适的 AI 技术，而非用技术寻找问题。
Enterprise Architecture Mindset
企业级架构思维
Deep experience with CRM, ERP, Power Platform, Dataverse, Azure, API integration, and enterprise system architecture — we speak the language of your existing systems.
具备 CRM、ERP、Power Platform、Dataverse、Azure、API 集成和企业系统架构丰富经验。
Practical AI Agent Implementation
可落地的 AI Agent 实施
Not concept demonstrations. Every AI Agent we build is designed around real business processes, with measurable outcomes and operational integration.
不是概念演示，而是围绕真实业务流程设计可用的 Agent，具备可衡量的业务成果。
China + North America Perspective
中国与北美双视角
We understand Chinese manufacturing realities and North American enterprise software standards — bridging operational context with global best practices.
理解中国制造业场景，也熟悉北美企业级软件、合规和数字化转型方法论。
Founder-Led Delivery
创始人亲自交付
Led by a senior Dynamics 365 Solution Architect with hands-on digital transformation experience. You work directly with the person who designs and builds your solution.
由资深数字化转型与 Dynamics 365 Solution Architect 亲自参与方案设计与交付。
From Use Case to Operating System
从单一场景切入，逐步构建企业智能运营系统。
Diagnose
诊断
Business process analysis, pain point identification, system and data inventory.
业务流程诊断、痛点梳理、系统与数据盘点
Prioritize
优先排序
Select high-ROI, low-resistance AI scenarios that can be deployed quickly.
选择高 ROI、低阻力、可快速落地的 AI 场景
Build
构建
Develop AI Agents, knowledge bases, data interfaces, automation workflows, and dashboards.
构建 AI Agent、知识库、数据接口、自动化流程和看板
Scale
扩展
Expand from one scenario to sales, production, finance, HR, and executive decision layers.
从一个场景扩展到销售、生产、财务、人事和管理决策层
Example Use Cases We Can Deliver
典型可落地场景
Daily production briefing generated automatically from operational data
基于运营数据自动生成每日生产简报
AI assistant answering employee questions from internal policies and SOPs
基于内部政策与 SOP 的员工智能问答助手
Quotation risk scoring based on historical manufacturing data
基于历史制造数据的报价风险评分
HR attendance exception report from raw clock-in data
基于原始打卡数据的考勤异常报告
Executive dashboard summarizing orders, revenue, cost, capacity, and risks
汇总订单、营收、成本、产能与风险的管理层看板
ISO audit checklist and evidence management assistant
ISO 审核清单与证据管理智能助手
Enterprise WeChat / DingTalk notification agent for task reminders and management alerts
企业微信 / 钉钉任务提醒与管理预警通知 Agent
Five Capabilities. One Intelligent Enterprise.
五种能力，构建一个智能企业。
The name "Five Oranges" represents five essential capabilities for enterprise transformation. The Roman numeral V — and the Chinese "运帷AI" (运筹帷幄之中，决胜千里之外) — embody strategic mastery: winning from a position of intelligence, not reaction.
"运帷AI"取自"运筹帷幄之中，决胜千里之外"——强调企业经营中的战略判断、流程优化、数据智能和执行落地。
Strategy
战略判断
Align AI initiatives with business goals. Identify where intelligence creates the most measurable value.
将 AI 举措与业务目标对齐，识别智能化创造最大可量化价值的关键节点。
Process
流程重塑
Redesign workflows before automating them. Eliminate inefficiencies, then apply AI where it multiplies impact.
先重塑流程再自动化。消除低效环节，再在能放大效果的节点引入 AI。
Data
数据治理
Build the data foundation that AI requires. Structure, clean, and connect your operational data assets.
构建 AI 所需的数据基础。结构化、清洗并连接企业运营数据资产。
AI
智能代理
Deploy AI Agents that act, not just answer. Automate decisions, surface insights, and trigger actions.
部署能行动而非仅回答的 AI Agent。自动化决策、呈现洞察、触发行动。
Execution
执行闭环
Close the loop between intelligence and action. Measure outcomes, iterate, and scale what works.
打通智能与行动之间的闭环。衡量成果、持续迭代、扩展有效方案。
Ready to Build Your
AI Operating Layer?
准备好构建你的企业 AI 运营层了吗？
Start with a focused strategy call. We'll identify the highest-value AI opportunity in your operations and outline a practical path to implementation — no hype, no demos, just actionable next steps.