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Tensor Revive 探索复芯 Precision GPU Revival Tensor Revive
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About
Tensor Revive
关于
Tensor Revive

We extend the operational life of AI infrastructure through precision hardware repair, reducing e-waste and maximizing ROI for data center operators.

我们通过精密硬件维修延长 AI 基础设施的运营寿命,为数据中心运营商降低电子废弃物、最大化投资回报。

Founded in Ohio, Tensor Revive specializes in GPU and server hardware repair for the AI infrastructure era. We operate at the intersection of electrical engineering, precision manufacturing, and data center operations.

Tensor Revive 成立于美国俄亥俄州,专注于 AI 基础设施时代的 GPU 及服务器硬件维修。我们在电气工程、精密制造与数据中心运维的交汇点开展业务。

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Why We Exist

The Problem We Solve

为什么选择我们

AI hardware is too expensive to throw away and too critical to wait on.

AI 硬件太贵不能丢,太关键不能等。

The Problem
The Cost of Failure
故障的代价
A single H100 costs $25,000-$40,000. When AI accelerators fail, OEM replacement is slow, expensive, and often the only option presented. Board-level repair can restore full functionality at 30-50% of replacement cost.
一块 H100 售价 $25,000-$40,000。AI 加速卡故障后,OEM 换新速度慢、价格高,往往是唯一选项。而组件级维修可以 30-50% 的替换成本恢复完整功能。
Our Approach
Fix the Fault, Not the Board
修故障,不换板
We perform component-level diagnostics and repair, not board swaps. We isolate the actual fault, whether it's a failed MOSFET, a cracked BGA, or a voltage regulator issue, and fix it. No unnecessary replacements.
我们做的是组件级诊断和修复,而非整板更换。我们会定位真实故障源,无论是失效的 MOSFET、裂缝的 BGA 焊点还是电压调节器问题,都精准修复。不做无谓的替换。
Environmental
Less E-Waste, More Life
减少电子废弃物
AI infrastructure generates massive e-waste when failed hardware gets scrapped instead of repaired. Every board we restore is one less unit in a landfill, and one less unit that needs to be manufactured from scratch.
当故障硬件被直接报废而非修复时,AI 基础设施会产生大量电子废弃物。我们每修复一块板,就是少一块进入垃圾填埋场,少一块需要从零制造的硬件。
Capabilities

Facility & Equipment

能力与设施

ESD-controlled repair environment. ANSI/ESD S20.20 compliant, purpose-built for high-value electronics repair.

ESD 防护维修环境。符合 ANSI/ESD S20.20 标准,为高价值电子设备维修量身打造。

X-Ray Inspection
X 射线检测
BGA / solder joint analysis
BGA / 焊点分析
BGA Rework Station
BGA 返修台
IR + hot air hybrid
红外 + 热风混合
Thermal Profiling
热剖面系统
Reflow curve optimization
回流曲线优化
Digital Oscilloscope
数字示波器
4-channel, 1GHz+
4 通道, 1GHz+
Optical Microscope
光学显微镜
High-magnification station
高倍检测工作站
Ultrasonic Cleaning
超声波清洗
Precision board cleaning
精密电路板清洁
Reflow Oven
回流焊炉
Lead-free capable
支持无铅工艺
In-Circuit Test
在线测试
ICT equipment
ICT 测试设备
IPC-A-610
Acceptability of Electronic Assemblies
电子组件验收标准
IPC/WHMA-A-620
Cable & Wire Harness Assemblies
线缆及线束组件标准
ISO 9001
Quality Management (In Progress)
质量管理体系(推进中)
Methodology

Our Approach

工作方法

Every repair is a data point. Every data point makes the next repair better.

每一次维修都是一个数据点。每一个数据点都让下一次维修更精准。

01
Diagnostics
Data-Driven Diagnostics
数据驱动诊断
Every repair starts with a comprehensive diagnostic report. Electrical measurements, thermal imaging, X-ray analysis, and signal integrity testing before a single component is touched.
每一次维修都始于一份完整的诊断报告。电气测量、热成像、X 射线分析和信号完整性测试,在触碰任何元件之前完成。
02
Root Cause
Root Cause Analysis
根因分析
We don't just fix symptoms. We identify why the failure occurred. Power delivery fault? Thermal stress? Manufacturing defect? The root cause determines the repair strategy and prevents recurrence.
我们不只是修复表象。我们识别故障的根因。供电故障?热应力?制造缺陷?根因决定修复策略,也防止复发。
03
Traceability
Full Traceability
全程可追溯
Every component, every step, every test result is documented. Serial numbers, lot codes, rework profiles, validation data. Complete audit trail from intake to delivery.
每一个元件、每一步工序、每一项测试结果都有记录。序列号、批次号、返修温度曲线、验证数据。从接收到交付的完整审计链路。
04
Feedback Loop
Continuous Improvement
持续改进
Failure pattern analysis feeds back into preventive maintenance recommendations for our clients. We track failure modes across the fleet and surface trends before they become outages.
故障模式分析会反馈为客户的预防性维护建议。我们跟踪整个设备群的故障模式,在其演变为宕机事件之前预警趋势。
Industry Focus

Who We Serve

行业聚焦

We serve organizations where GPU uptime directly impacts revenue, research velocity, and competitive position.

我们服务的客户群体中,GPU 正常运行时间直接影响营收、研发速度和竞争地位。

Hyperscale Data Centers
超大规模数据中心
AI / ML Training Clusters
AI / ML 训练集群
Cloud Service Providers
云服务提供商
Research Institutions & National Labs
研究机构与国家实验室
Enterprise GPU Compute Environments
企业级 GPU 计算环境
85%
First-Time Fix Rate
首次修复率
≤10d
Standard Turnaround
标准周转
<5%
Return Rate
返修率
Warranty-Backed
质保承诺