Technology

Acro AI OS

KeyEnglish中文Versions
acro.label07 · FOUR PILLARS07 · 四根支柱original, production
acro.titleA C R OA C R Ooriginal, production
acro.subAI decisions + physical execution = a complete loopAI 决策 + 物理执行 = 完整闭环original, production
acro.pillars[0].letterAAoriginal, production
acro.pillars[0].nameAI Intelligence CoreAI 智能内核original, production
acro.pillars[0].enAIAIoriginal, production
acro.pillars[0].descModels and the Agent brain — deciding, predicting and executing, with tens of thousands of Agents in parallel.模型与 Agent 大脑,负责决策、预测与执行,数万个 Agent 并行服务全球客户。original, production
acro.pillars[1].letterCCoriginal, production
acro.pillars[1].nameComputeCompute 算力original, production
acro.pillars[1].enComputeComputeoriginal, production
acro.pillars[1].descDistributed modular data centers inside our warehouses — internal first, surplus sold, driving AI marginal cost toward zero.仓内分布式模块化数据中心,自用 + 对外供给,压低 AI 执行的边际成本。original, production
acro.pillars[2].letterRRoriginal, production
acro.pillars[2].nameRobotics ExecutionRobotics 机器人执行original, production
acro.pillars[2].enRoboticsRoboticsoriginal, production
acro.pillars[2].descWarehouse robots, AGVs and the EV final-mile fleet — the physical moat AI cannot bypass.智能仓机器人、AGV 与 EV 末端组成的物理执行体,AI 无法绕过的护城河。original, production
acro.pillars[3].letterOOoriginal, production
acro.pillars[3].nameOrchestrationOrchestration 编排original, production
acro.pillars[3].enOrchestrationOrchestrationoriginal, production
acro.pillars[3].descThe central orchestrator — the conductor bridging both infrastructures and the Agent fleet.中央编排器,贯通两套基础设施与 Agent 群的总指挥。original, production
osEntry.openOpen the cockpit进入管理驾驶舱original, production
osEntry.openDescAcro AI OS internal demo · login requiredAcro AI OS 内部演示环境 · 需要登录original, production
osEntry.fromDemoTry it in the full cockpit →在完整驾驶舱中体验 →original, production
osEntry.aboutLive demo · Acro AI OS在线演示 Acro AI OSoriginal, production
src/pages/infrastructure/AiOs.tsx#1Product Layer产品层 Productoriginal, production, port, voyage
src/pages/infrastructure/AiOs.tsx#2\"No process. Only outcomes.\"「没有流程,只有结果」original
src/pages/infrastructure/AiOs.tsx#3
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Platform Layer平台层 Platformoriginal, production, port, voyage
src/pages/infrastructure/AiOs.tsx#4\"Orchestrator & open protocols\"「编排器与开放协议」original
src/pages/infrastructure/AiOs.tsx#5
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Model Layer模型层 Modeloriginal, production, port, voyage
src/pages/infrastructure/AiOs.tsx#6\"From execution to prediction\"「从执行走向预测与决策」original
src/pages/infrastructure/AiOs.tsx#7
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INFRASTRUCTURE · ACRO AI OS智能基础设施 · ACRO AI OSoriginal, production, port, voyage
src/pages/infrastructure/AiOs.tsx#8
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One Sentence. One Outcome.一句话,到结果。original, production, port, voyage
src/pages/infrastructure/AiOs.tsx#9
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The orchestration core compiles natural language into execution graphs, coordinating seven Agents with the physical network — quoting, decision, execution, monitoring, service and finance.编排内核将自然语言编译为执行图谱,调度七大 Agent 与物理网络协同完成——从询价、决策到执行、监控、客服、财务。original, production, port, voyage
src/pages/infrastructure/AiOs.tsx#10
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THREE LAYERS三层架构original, production, port, voyage
src/pages/infrastructure/AiOs.tsx#11
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Product · Platform · Model产品 — 平台 — 模型original, production, port, voyage
src/pages/infrastructure/AiOs.tsx#12
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DATA FLYWHEEL数据飞轮original, production, port, voyage
src/pages/infrastructure/AiOs.tsx#13
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More Participants, Smarter System参与者越多,系统越智能original, production, port, voyage
src/pages/infrastructure/AiOs.tsx#14
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Real transactions — 300K+ TEU, $13B+ carried, 50K+ clients — train and validate our Agents in production from day one. Every intervention and every deal flows back as training data.300K+ TEU、$13B+ 承运额与 50K+ 客户的真实交易,从第一天起就在生产环境中训练与验证 Agent。每一次人工干预、每一笔成交都回流为训练样本,持续提升置信度与覆盖率。original, production, port, voyage
src/pages/infrastructure/AiOs.tsx#15
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Join the open protocol layer接入开放协议层original, production, port, voyage

The seven agents

KeyEnglish中文Versions
agents.label06 · SEVEN AGENTS06 · 七大 Agentoriginal, production
agents.titleA Coordinated Network with Clear Duties职责明确的协同网络original, production
agents.descTens of thousands of Agents serving clients worldwide in parallel — every node has explicit inputs and outputs.数万个 Agent 并行服务全球客户,每个节点输入输出明确。original, production
agents.list[0].nameSales Agent销售 Agentoriginal, production
agents.list[0].enSalesSalesoriginal, production
agents.list[0].descOmnichannel reach & intent understanding全渠道触达、理解意图original, production
agents.list[0].ioMultilingual NLU · WhatsApp / WeChat / EmailNLU 多语言 · WhatsApp / 微信 / 邮件全渠道接入original, production
agents.list[1].nameQuoting Agent询价 Agentoriginal, production
agents.list[1].enQuotingQuotingoriginal, production
agents.list[1].descConcurrent carrier rate queries并发查询船/航司合约价original, production
agents.list[1].ioIn: cargo+lane+deadline → Out: aggregated rates输入 货型+航线+时限 → 输出 并发比价结果 + 运价聚合original, production
agents.list[2].nameDecision Agent决策 Agentoriginal, production
agents.list[2].enDecisionDecisionoriginal, production
agents.list[2].descCost × speed × risk optimization成本 × 时效 × 风险多目标优化original, production
agents.list[2].ioConstraint solving → best + backup plans约束求解与排序 → 最优 + 备选方案original, production
agents.list[3].nameExecution Agent执行 Agentoriginal, production
agents.list[3].enExecutionExecutionoriginal, production
agents.list[3].descBooking / customs / drayage订舱 / 报关 / 拖车original, production
agents.list[3].ioAPI · EDI · RPA, fully automatedAPI · EDI · RPA 调用,自动执行original, production
agents.list[4].nameMonitoring Agent监控 Agentoriginal, production
agents.list[4].enMonitoringMonitoringoriginal, production
agents.list[4].desc24/7 exception sensing & handling7×24h 异常感知与处置original, production
agents.list[4].ioEvent bus → contingency recommendations事件驱动总线 → 预案推荐original, production
agents.list[5].nameService Agent客服 Agentoriginal, production
agents.list[5].enServiceServiceoriginal, production
agents.list[5].descStatus queries & ETA prediction状态查询、ETA 预测original, production
agents.list[5].ioRetrieval-augmented answers, multilingual检索增强问答,多语言应答original, production
agents.list[6].nameFinance Agent财务 Agentoriginal, production
agents.list[6].enFinanceFinanceoriginal, production
agents.list[6].descReconciliation & invoicing loop对账、开票、核销闭环original, production
agents.list[6].ioDocument OCR · T+1 settlement票据 OCR · T+1 完成original, production

Orchestration demonstration

KeyEnglish中文Versions
demo.label05 · ACRO AI OS LIVE05 · ACRO AI OS 实况演示original, production
demo.titleOne Sentence. One Outcome.一句话,到结果original, production
demo.descSay one sentence — the orchestrator compiles it into an execution graph, coordinating the Agent fleet and the physical network.用户说一句话,编排器将其编译为执行图谱,调度 Agent 群与物理网络协同完成。original, production
demo.placeholdere.g. Arrange 3 FCL from Shenzhen to Vancouver, cost-first, under 12 days.例如:帮我安排 3 个柜从深圳到温哥华,成本优先,但别超 12 天。original, production
demo.runRun执行original, production
demo.runningRunning…执行中…original, production
demo.resetReset重置original, production
demo.samples[0]Arrange 3 FCL from Shenzhen to Vancouver, cost-first, under 12 days.帮我安排 3 个柜从深圳到温哥华,成本优先,但别超 12 天。original, production
demo.samples[1]Urgent: air-freight 500kg of electronics from Shanghai to Toronto by Monday.下周一前急需空运 500kg 电子元件从上海到多伦多。original, production
demo.samples[2]SKU-2847 is low at the Vancouver warehouse — restock and schedule final-mile delivery.温哥华仓的 SKU-2847 库存告急,帮我补货并安排末端配送。original, production
demo.agents[0].nameSales销售original, production
demo.agents[0].enSalesSalesoriginal, production
demo.agents[0].sla< 1s< 1soriginal, production
demo.agents[1].nameQuoting询价original, production
demo.agents[1].enQuotingQuotingoriginal, production
demo.agents[1].sla< 3s< 3soriginal, production
demo.agents[2].nameDecision决策original, production
demo.agents[2].enDecisionDecisionoriginal, production
demo.agents[2].sla< 5s< 5soriginal, production
demo.agents[3].nameExecution执行original, production
demo.agents[3].enExecutionExecutionoriginal, production
demo.agents[3].slaAuto自动original, production
demo.agents[4].nameMonitoring监控original, production
demo.agents[4].enMonitoringMonitoringoriginal, production
demo.agents[4].sla7×24h7×24horiginal, production
demo.agents[5].nameService客服original, production
demo.agents[5].enServiceServiceoriginal, production
demo.agents[5].slaRAGRAGoriginal, production
demo.agents[6].nameFinance财务original, production
demo.agents[6].enFinanceFinanceoriginal, production
demo.agents[6].slaT+1T+1original, production
demo.steps.parseIntent parsed意图解析完成original, production
demo.steps.orchestrateOrchestrator compilingOrchestrator 编排中original, production
demo.steps.doneExecution graph complete执行图谱生成完毕original, production
demo.resultTitleExecution plan generated执行方案已生成original, production
demo.bestBest推荐original, production
demo.altAlt备选original, production
demo.confidenceConfidence置信度original, production
demo.traditionalTraditional forwarder: 3–5 staff · hours per shipment传统货代:3–5 名人工 · 数小时 / 票original, production
demo.acroACROCARGO: quoting decision in < 10 seconds, zero manual workACROCARGO:< 10 秒完成询价决策,全程无需人工original, production
demo.demoNoteDemo data · switches to live Agent service once connected演示数据 · 接入真实 Agent 服务后自动切换original, production

Smart warehousing, smart delivery, compute

KeyEnglish中文Versions
src/pages/infrastructure/Compute.tsx#1Model: Distributed & Modular模式:仓内分布式、模块化部署original, production, port, voyage
src/pages/infrastructure/Compute.tsx#2Containerized modular data centers deploy directly inside our warehouse network, spreading naturally as warehousing grows into a distributed compute grid.集装箱式模块化数据中心直接部署在自有仓网内,随仓储扩张自然铺开,形成一张分布式算力网络。original, production, port, voyage
src/pages/infrastructure/Compute.tsx#3Dual Use: Internal First, Surplus Sold双重用途:自用优先 + 余量外供original, production, port, voyage
src/pages/infrastructure/Compute.tsx#4Internally, cost-controlled compute for Acro AI OS training and inference; externally, surplus capacity becomes Compute-as-a-Service.对内为 Acro AI OS 训练与推理提供成本可控的算力;对外释放余量,开出 Compute-as-a-Service 收入线。original, production, port, voyage
src/pages/infrastructure/Compute.tsx#5Data Foundation: Trust & Flywheel数据地基:信任与飞轮original, production, port, voyage
src/pages/infrastructure/Compute.tsx#6A unified data lake bridges forwarding, warehousing and delivery; an event-driven bus powers real-time awareness; key actions are traceable and tamper-proof.统一数据湖打通货代—仓配—末端断层;事件驱动总线支撑实时感知;关键动作可追溯、不可篡改。original, production, port, voyage
src/pages/infrastructure/Compute.tsx#7INFRASTRUCTURE · IN-WAREHOUSE COMPUTE智能基础设施 · 仓内算力original, production, port, voyage
src/pages/infrastructure/Compute.tsx#8From Compute Consumer to Compute Producer从算力的消费者,变为算力的生产者original, production, port, voyage
src/pages/infrastructure/Compute.tsx#9We own two things others don't: vast warehouse space, and the surplus power that comes with it — traditionally stranded assets, now the foundation of AI compute.我们拥有别家没有的两样东西:大面积仓储空间,与仓库配套的大量冗余电力——传统上的「搁浅资产」,正是 AI 时代的算力底座。original, production, port, voyage
src/pages/infrastructure/Compute.tsx#10The Dual-Infrastructure Flywheel双基础设施飞轮original, production, port, voyage
src/pages/infrastructure/Compute.tsx#11Note: surplus power, rack scale, cooling and payback parameters are under engineering evaluation; actuals govern.注:冗余电力、机柜规模、散热与回收周期等参数正在工程测算中,具体以实际部署为准。original, production, port, voyage
src/pages/infrastructure/SmartDelivery.tsx#1INFRASTRUCTURE · SMART DELIVERY智能基础设施 · 智能配送original, production, port, voyage
src/pages/infrastructure/SmartDelivery.tsx#2A Digitally-Dispatched Final-Mile Network数字化调度的末端履约网络original, production, port, voyage
src/pages/infrastructure/SmartDelivery.tsx#3Own sortation hubs, digital dispatch and a new-energy fleet — a final-mile network covering all of Canada, expanding into the US.自营分拣中心、数字化调度系统与新能源车队,构建覆盖加拿大全境的最后一公里履约网络,并向美国市场扩展。original, production, port, voyage
src/pages/infrastructure/SmartDelivery.tsx#4Our YVR Vancouver and YYZ Toronto hubs radiate across 10 provinces; the US network (LA / Houston / Atlanta / NY / NJ) is expanding with 48-hour coverage in key regions.温哥华 YVR 与多伦多 YYZ 两大自营分拣中心辐射加拿大 10 省;美国 LA / Houston / Atlanta / NY / NJ 仓配网络扩张中,重点区域 48 小时达。original, production, port, voyage
src/pages/infrastructure/SmartDelivery.tsx#5Delivery Intelligence配送智能化original, production, port, voyage
src/pages/infrastructure/SmartDelivery.tsx#6Daily parcels日包裹妥投original, production, port, voyage
src/pages/infrastructure/SmartDelivery.tsx#724h delivery24h 妥投率original, production, port, voyage
src/pages/infrastructure/SmartDelivery.tsx#8NEV fleet新能源车辆original, production, port, voyage
src/pages/infrastructure/SmartDelivery.tsx#9Carbon reduction碳排放降低original, production, port, voyage
src/pages/infrastructure/SmartWarehousing.tsx#1INFRASTRUCTURE · SMART WAREHOUSING智能基础设施 · 智能仓储original, production, port, voyage
src/pages/infrastructure/SmartWarehousing.tsx#2A Smart Warehouse, Dissected把整座智能仓剖开给你看original, production, port, voyage
src/pages/infrastructure/SmartWarehousing.tsx#31M sq.ft of own smart warehouses — high-bay, robotics, AGVs and in-warehouse compute working under one roof. The physical layer is AI's body.100 万尺² 自营智能仓:立体库、机器人、AGV 与仓内算力在同一屋檐下协同——物理层就是 AI 的执行体。original, production, port, voyage
src/pages/infrastructure/SmartWarehousing.tsx#4Throughput gain仓库吞吐提升original, production, port, voyage
src/pages/infrastructure/SmartWarehousing.tsx#5Order accuracy订单准确性original, production, port, voyage
src/pages/infrastructure/SmartWarehousing.tsx#6Space utilization空间利用率original, production, port, voyage
src/pages/infrastructure/SmartWarehousing.tsx#7Picking efficiency拣选效率提升original, production, port, voyage
src/pages/infrastructure/SmartWarehousing.tsx#8Capability Checklist能力清单original, production, port, voyage

Developers and integrations

KeyEnglish中文Versions
src/pages/Developers.tsx#1Container, B/L, booking and parcel tracking with milestones and ETA confidence.集装箱 / 提单 / 订舱 / 包裹四类追踪,里程碑 + ETA 置信度。original, production, port, voyage
src/pages/Developers.tsx#2Two-stage quote & booking API returning ranked options with confidence.询价与下单两段式接口,返回多方案与置信度。original, production, port, voyage
src/pages/Developers.tsx#3Streaming chat and orchestration modes with visible knowledge citations.流式对话与执行图谱模式,知识库引用可见。original, production, port, voyage
src/pages/Developers.tsx#4Track a container追踪一个集装箱original, production, port, voyage
src/pages/Developers.tsx#5Request a quote请求报价original, production, port, voyage
src/pages/Developers.tsx#6Chat with the Agent与 Agent 对话original, production, port, voyage
src/pages/Developers.tsx#7The Open Protocol Layer Starts Here开放协议层,从这里开始original, production, port, voyage
src/pages/Developers.tsx#8Open access for third-party capacity, warehouses, brands and financial institutions — the more participants, the smarter the system.向第三方运力、仓储、品牌客户与金融机构开放接入——参与者越多,系统越智能。original, production, port, voyage
src/pages/Developers.tsx#9Quick Start快速开始original, production, port, voyage
src/pages/Developers.tsx#10Request Sandbox Access申请 Sandbox 访问original, production, port, voyage
src/pages/Developers.tsx#11Request received — we'll reach out within one business day.已收到申请,我们会在 1 个工作日内联系你。original, production, port, voyage
src/pages/Developers.tsx#12Name姓名original, production, port, voyage
src/pages/Developers.tsx#13Company公司original, production, port, voyage
src/pages/Developers.tsx#14Use case (tracking / quote / agent)接入场景(如 追踪 / 报价 / Agent)original, production, port, voyage
src/pages/Developers.tsx#15Submit Request提交申请original, production, port, voyage

Corporate rewrite: technology pages

Vetted copy from the September 2026 rewrite.

/infrastructure/ai-os

EyebrowACRO AI OSACRO AI OS
TitleBring the information closer to the work.让信息, 更贴近执行。
IntroA connected workspace for tracking, pricing and document workflows, with people responsible for the decisions.连接追踪、定价与单证工作流,由团队掌握决策。
HeadingBuilt around operational questions.围绕实际运营问题构建。
BodyThe Acro ecosystem brings together shipment records, tracking tools and assisted workflows. Access and available modules depend on your account.Acro 生态连接货运记录、追踪工具与辅助工作流。访问权限及可用模块取决于您的账号配置。
Step 1: Find the contextConnect shipment and tracking information to the question you are working on.将货运与追踪信息连接到正在处理的问题。
Step 2: Prepare the next actionSupport rate handling, tariff lookup and document preparation through specialist tools.通过专项工具辅助费率处理、税则查询与单证准备。
Step 3: Keep people in controlDocument approvals and operational actions remain subject to the relevant review and permissions.单证审批与运营操作遵循相应审核流程与权限。

/infrastructure/smart-warehousing

EyebrowWAREHOUSE TECHNOLOGY仓储科技
TitleA clearer view of the warehouse.更清晰地, 掌握仓库动态。
IntroConnect the warehouse desk and the warehouse floor through WMS and handheld workflows.通过 WMS 与手持作业流程,连接管理端与仓库现场。
HeadingSoftware that follows the goods.随货物流转的软件。
BodyWarehouse management and PDA applications support the same operational journey. Start with inventory visibility and consistent records before adding more automation.仓储管理与 PDA 应用支持同一作业流程。先建立库存可视性与一致记录,再逐步拓展自动化。
Step 1: Inventory & ordersUse WMS to coordinate receiving, storage and fulfillment records.通过 WMS 协调收货、存储与履约记录。
Step 2: On-floor executionHandheld workflows support warehouse teams as goods move through the facility.手持作业流程辅助仓库团队处理货物的现场流转。
Step 3: Connected systemsDiscuss the interfaces needed to connect warehouse records to your business systems.沟通所需接口,将仓储记录连接至您的业务系统。

/infrastructure/smart-delivery

EyebrowDELIVERY TECHNOLOGY配送科技
TitleA better handoff from warehouse to road.从仓库到公路, 让交接更顺畅。
IntroConnect order preparation, dispatch information and parcel tracking.连接订单准备、发运信息与包裹追踪。
HeadingKeep dispatch information connected.连接发运信息。
BodyDelivery tools belong alongside fulfillment. Integration requirements depend on the warehouse, carrier and delivery service selected.配送工具需要与履约协同。具体对接需求取决于仓库、承运商与所选配送服务。
Step 1: PrepareMatch the order and parcel details before the carrier handoff.在承运商交接前核对订单及包裹信息。
Step 2: DispatchCoordinate pickup and dispatch information with the operating team.与运营团队协调提货及发运信息。
Step 3: Follow upLook up available tracking information or contact the team with your reference.查询可用追踪信息,或提供参考编号联系团队。

/infrastructure/compute

EyebrowFUTURE DIRECTION未来方向
TitleInfrastructure for what comes next.为下一程, 探索基础设施。
IntroExploring how computing capacity and logistics facilities could work together.探索计算能力与物流设施协同发展的可能性。
HeadingAn area of exploration.一个持续探索的方向。
BodyIn-warehouse compute is a future concept: bringing computing infrastructure closer to logistics facilities. A potential offering would need a defined service, an operating model and a confirmed deployment.仓内算力是一个未来概念:让计算基础设施更贴近物流设施。潜在服务仍需明确服务内容、运营模式与部署安排。
Step 1: Define the needIdentify the operational workloads and partners a future offering would serve.明确未来方案所服务的运营负载与合作伙伴。
Step 2: Validate the modelAssess facilities, power, connectivity and operating requirements.评估设施、电力、网络及运营需求。
Step 3: Develop with partnersDiscuss potential collaboration with the Acrocargo team.与 Acrocargo 团队探讨潜在合作。
NoteExploratory concept. No commercial compute service or capacity is offered on this page.探索性概念。本页不提供商业算力服务或容量。

ACROCARGO resources. Plain reference material with no design applied; generated from the site's history by scripts/resources/build.mjs.