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Strategic Partnership
战略合作伙伴提案
Bundling Lenovo hardware with Item's AI platform to unlock new revenue streams across e-commerce, supply chain, and warehouse automation verticals.
将联想硬件与Item AI平台捆绑，在电商、供应链和仓储自动化领域开拓新的收入渠道。
×The Opportunity
市场机遇
Mid-market enterprises need AI infrastructure but lack the expertise to build and operate it. Item bridges this gap — and Lenovo's hardware completes the stack.
中端企业需要AI基础设施，但缺乏构建和运营的专业能力。Item填补了这一空白，而联想的硬件则完善了整个技术栈。
The Build vs. Buy Dilemma
构建还是购买的两难
Cloud AI costs are spiraling — $860K/year for a typical e-commerce brand running multi-model inference. Private infrastructure cuts this by 85%, but most companies cannot design, procure, or operate GPU clusters.
云端AI成本持续攀升——一个典型电商品牌运行多模型推理每年需$860K。私有化部署可降低85%成本，但大多数企业无力自建GPU集群。
Item + UNIS Since 2019
Item + UNIS 自2019年起服务联想
UNIS has served Lenovo since 2019 at Memphis, processing 100M+ orders/year with Item as the technology backbone. This existing relationship provides a natural foundation for deeper strategic collaboration.
UNIS自2019年起在Memphis为联想提供服务，每年处理1亿+订单，Item作为技术底座。这一现有关系为更深层战略合作奠定了天然基础。
Hardware-Attached Software
硬件绑定软件的新收入模式
Every AI infrastructure deployment Item sells requires GPU servers, networking, and edge devices. Lenovo becomes the preferred hardware vendor — creating a recurring sales channel through Item's growing customer base.
Item每一个AI基础设施部署都需要GPU服务器、网络和边缘设备。联想成为首选硬件供应商——通过Item不断增长的客户群创造持续销售渠道。
×The Business Model
商业模式
A three-layer value stack where Lenovo provides the foundation, Item delivers the intelligence, and customers get turnkey AI.
三层价值栈：联想提供基础层，Item交付智能层，客户获得交钥匙AI解决方案。
Customer Application Layer
客户应用层
5 AI Pillars: Data Intelligence, Product Discovery, Customer Experience, Advertising Optimization, Operations Automation
五大AI支柱：数据智能、产品发现、客户体验、广告优化、运营自动化
Item AI Platform Layer
Item AI平台层
Ontology modeling, Agent orchestration, GraphRAG, WES integration, Multi-agent runtime with business harness
本体建模、Agent编排、GraphRAG、WES集成、带业务Harness的多Agent运行时
Lenovo Hardware Foundation
联想硬件基础层
ThinkSystem GPU servers (8× H100 80GB SXM), NVLink 4.0, edge inference devices, 5.5G/Wi-Fi 8 networking, co-location at One Wilshire LA
ThinkSystem GPU服务器（8×H100 80GB SXM）、NVLink 4.0、边缘推理设备、5.5G/Wi-Fi 8网络、One Wilshire LA托管
Value for Lenovo
联想获得的价值
- New hardware sales channel through Item's 1,200+ enterprise customers
通过Item 1200+企业客户开拓新的硬件销售渠道
- Recurring revenue from co-location and managed infrastructure services
来自托管和基础设施管理服务的持续收入
- Reference cases in high-growth AI infrastructure vertical
在高增长AI基础设施垂直领域的标杆案例
- Edge device deployment at scale (warehouse, logistics, retail)
大规模边缘设备部署（仓储、物流、零售）
Value for Item
Item获得的价值
- Preferred pricing on Lenovo ThinkSystem servers and edge devices
联想ThinkSystem服务器和边缘设备的优惠价格
- Complete solution offering: software + hardware in one proposal
完整解决方案：一个提案中包含软件+硬件
- Co-marketing and joint go-to-market with Lenovo brand
与联想品牌的联合营销和市场推广
- Access to Lenovo's enterprise customer network for cross-selling
接入联想企业客户网络进行交叉销售
×AI Infrastructure Blueprint
AI基础设施蓝图
A reference architecture for private AI infrastructure co-hosted at One Wilshire, Los Angeles — the premier interconnection hub on the US West Coast.
在美国西海岸首要互联枢纽——洛杉矶One Wilshire托管的私有AI基础设施参考架构。
Reference Configuration
参考配置Lenovo Opportunity: Replace Dell PowerEdge XE9680 with Lenovo ThinkSystem SR675 V3 — equivalent 8×H100 configuration with Lenovo's enterprise support, XClarity management, and competitive pricing.
联想机会： 用联想ThinkSystem SR675 V3替代Dell PowerEdge XE9680——同等8×H100配置，加上联想企业级支持、XClarity管理和有竞争力的价格。
Network Security
网络安全
Private VLAN isolation, hardware firewall, encrypted tunnels between customer VPC and co-located servers. SOC 2 Type II compliant facility.
私有VLAN隔离、硬件防火墙、客户VPC与托管服务器间的加密隧道。SOC 2 Type II合规设施。
Data Governance
数据治理
Customer data never leaves the private cluster. Full audit logging, role-based access control, and automated compliance reporting.
客户数据永不离开私有集群。完整审计日志、基于角色的访问控制和自动合规报告。
Infrastructure SLA
基础设施SLA
99.95% uptime guarantee. Redundant power (N+1), cooling, and network paths. 24/7 remote hands support at One Wilshire.
99.95%正常运行时间保证。冗余电源（N+1）、冷却和网络路径。One Wilshire 24/7远程支持。
×ROI Analysis
投资回报分析
Private AI infrastructure delivers dramatic cost savings compared to cloud — with better performance, data sovereignty, and predictable costs.
与云端相比，私有AI基础设施在成本、性能、数据主权和成本可预测性方面具有显著优势。
×Target Verticals
目标垂直领域
Five high-growth verticals where Item's AI platform + Lenovo hardware creates a compelling bundled offering.
五个高增长垂直领域，Item AI平台+联想硬件构成极具吸引力的捆绑方案。
E-commerce AI
电商AI
Content generation, SEO optimization, product discovery, customer support automation. Proven with Sportspower/TruJump deployment.
内容生成、SEO优化、产品发现、客服自动化。已在Sportspower/TruJump部署中验证。
Supply Chain AI
供应链AI
Shipping document processing, customs compliance agents, carrier relationship management, drayage pricing optimization.
运输文件处理、海关合规Agent、承运商关系管理、拖车定价优化。
Warehouse Automation
仓储自动化
WES orchestration, AMR/AS-RS integration, real-time slotting optimization, vision AI for quality inspection.
WES编排、AMR/AS-RS集成、实时库位优化、视觉AI质量检测。
Multi-Agent Systems
多Agent系统
LPM-based real-time conversational AI for conference calls. 4-agent live call requires 17-22× H100 GPUs — massive hardware demand.
基于LPM的实时对话AI会议系统。4个Agent实时通话需17-22×H100 GPU——巨大的硬件需求。
Edge AI for Retail
零售边缘AI
In-store analytics, inventory tracking, customer behavior analysis, smart checkout. Requires distributed edge compute.
店内分析、库存追踪、客户行为分析、智能结账。需要分布式边缘计算。
Data Intelligence
数据智能
Enterprise knowledge graphs, GraphRAG pipelines, ontology-driven analytics, real-time business intelligence dashboards.
企业知识图谱、GraphRAG管道、本体驱动分析、实时商业智能仪表盘。
×Engagement Model
合作方案
A proven two-phase engagement: Forward Deployment for rapid value demonstration, followed by a tiered Monthly Retainer for ongoing optimization.
经过验证的两阶段合作模式：前置部署快速展示价值，随后分层月度服务持续优化。
Forward Deployment
前置部署
Dedicated team embeds with the customer to deploy AI infrastructure, configure models, build initial agent workflows, and validate ROI metrics.
专属团队嵌入客户现场，部署AI基础设施、配置模型、构建初始Agent工作流并验证ROI指标。
Monthly Retainer
月度服务
×Next Steps
下一步
Technical Deep-Dive
技术深度交流
Joint workshop between Item engineering and Lenovo ISG team to align on ThinkSystem configurations, pricing tiers, and co-location logistics.
Item工程团队与联想ISG团队联合研讨，对齐ThinkSystem配置、价格层级和托管物流。
Pilot Customer Selection
试点客户选择
Identify 2-3 pilot customers from Item's existing pipeline for the first joint deployment — ideally one e-commerce and one supply chain vertical.
从Item现有客户管道中选择2-3个试点客户进行首次联合部署——理想情况下一个电商和一个供应链客户。
Joint Go-to-Market Plan
联合市场推广计划
Co-develop marketing materials, case studies, and a joint value proposition for mid-market enterprises seeking AI infrastructure.
共同开发营销材料、案例研究和面向寻求AI基础设施的中端企业的联合价值主张。
Partnership Agreement
合作协议
Formalize the strategic partnership with preferred pricing, co-marketing commitments, and revenue-sharing framework.
以优惠价格、联合营销承诺和收入分成框架正式确立战略合作伙伴关系。
×From Supply Chain Partner to Strategic AI Alliance
从供应链合作伙伴到战略AI联盟
The infrastructure layer is the new battleground. Together, we can own the mid-market AI infrastructure stack — Lenovo's hardware excellence paired with Item's AI platform creates a moat that neither can build alone.
基础设施层是新的战场。联想的硬件卓越性与Item的AI平台相结合，构建起任何一方都无法独自建立的护城河。