The organizational brain for the enterprise 企业级组织大脑

Every system.
One brain.

所有系统
一颗大脑

Latent unifies every tool your company runs on — PLM, ERP, MES, CRM, GitHub, Jira — into one decision layer. Ask anything. Decide faster. Private by design, your data never leaves your network.

Latent 把公司运转的所有系统——PLM、ERP、MES、CRM、GitHub、Jira——统一为一个决策层。问任何问题，更快做决定。私有部署，数据不出内网。

✓ Private deployment私有部署 ✓ All major PLMs兼容所有主流 PLM ✓ Live in 48 hours48 小时上线

Which projects are at highest risk this week? 这周哪几个项目风险最高？

3 projects flagged based on live PLM + Jira data:

• Project Helios-07 HIGH
  33% done, deadline in 62 days. Predicted 6-week slip.

• Project Atlas-12 HIGH
  2 milestones unassigned. Lead engineer at 115% load.

• Project Orion-03 MED
  Implementation phase 11 days overdue.

识别到 3 个高风险项目（数据来源：PLM + Jira 实时）：

• Helios-07 新能源电机 HIGH
  完成 33%，距截止 62 天，预测延期 6 周

• Atlas-12 传动系统 HIGH
  2 个里程碑无负责人，技术负责人负荷 115%

• Orion-03 底盘优化 MED
  实施阶段已超期 11 天

Who owns Helios-07? Any blockers? Helios-07 的负责人？目前卡点？

Owner: Zhang Ming (Mechanical Design Lead).
Currently has 5 overdue tasks, longest 18 days. 3 open Jira issues tagged blocker. Recommend a 1:1 today.

负责人：张明（机械设计组组长）。
当前 5 项任务逾期，最长超期 18 天。Jira 上有 3 个标记为 blocker 的未处理问题。建议今天与他 1:1。

Ask anything about your R&D org… 问问你的研发组织…

Why Latent

产品价值

Three reasons companies
run their decisions on Latent.

选择 Latent 运行
决策的三个理由

Latent isn't another dashboard. It's a conversational brain that sits on top of every system you already have — and finally makes them talk to each other.

Latent 不是又一个看板。它是架在你现有所有系统之上的对话式大脑——让散落在孤岛里的信息终于连起来，让决策者不再淹没在数字里。

Unified across silos

打通所有系统孤岛

PLM, ERP, MES, GitHub, Jira, Confluence — Latent reads them all in real time. One question, complete context. No more 5-system safari.

PLM、ERP、MES、GitHub、Jira、Confluence——Latent 全部实时接入。一个问题，完整答案，不用再切换 5 个系统查数据。

Private by design

私有部署，数据零外泄

Full on-prem deployment. Your PLM data never touches the public internet. AI runs inside your network. Audit-ready logs included.

完全私有化部署，数据不出企业内网。AI 模型可在客户环境内运行，带完整审计日志，符合信息安全合规要求。

Live in 48 hours

48 小时快速上线

Pre-built connectors for every major PLM. Implementation team on-site within a week. First insights before you finish onboarding.

主流 PLM/ERP 已有预制连接器。实施团队一周到场，两天完成部署。还没做完培训，第一批 AI 洞察就已经出来了。

Integrations

系统集成

The only tool that reads
every system you already use.

连接你已有的
所有研发工具链

Stop asking engineers to export spreadsheets. Latent ships with pre-built, production-grade connectors for every major system in manufacturing R&D.

不需要让工程师手动导 Excel。Latent 提供生产级的预制连接器，覆盖制造业研发的所有核心系统。

✓ Real-time read access, no batch imports — data is always fresh.实时读取，无需批量同步——数据始终最新。
✓ Read-only by default — Latent never writes back unless you authorize it.默认只读——未经授权不会写入任何源系统。
✓ Custom connectors available for legacy or in-house systems.支持定制连接器——老旧或自研系统也能接入。
✓ Full audit trail — every query and data access is logged.完整审计日志——每次查询和数据访问均有记录。

PLM Systems

PLM 系统

SAP PLM

Siemens Teamcenter

PTC

PTC Windchill

3DS

Dassault ENOVIA

ERP & MES

SAP ERP

Oracle

用友

Yonyou

用友 NC

Siemens Opcenter

Developer Tools

研发协作工具

GitHub

GitLab

Jira

Confluence

Communication

沟通协作

WeCom

企业微信

Feishu / Lark

飞书

DingTalk

钉钉

Custom connector

自定义连接器

Live Intelligence

实时洞察

Every risk, surfaced.
Every blocker, named.

每个风险，浮出水面
每个卡点，有名有姓

Latent doesn't just answer questions. It proactively monitors your R&D org, scoring every project across 6 dimensions and flagging issues before they become fires.

Latent 不只是被动回答问题。它主动监控你的研发组织，从 6 个维度给每个项目打分，让风险在变成火情之前就被识别。

Project Risk Status 项目风险状态 3 at risk 3 高风险

HIGH Helios-07 (EV Motor) Helios-07 新能源电机

33%

HIGH Atlas-12 (Drivetrain) Atlas-12 传动系统

51%

MED Orion-03 (Chassis) Orion-03 底盘优化

78%

LOW Nova-05 (Braking) Nova-05 制动系统

92%

Review Task Queue 审核任务队列 11 pending 11 待审核

Zhang Ming 张明 18d overdue · 5 items 逾期 18 天 · 5 项

Li Hua 李华 7d overdue · 3 items 逾期 7 天 · 3 项

Wang Fang 王芳 On time · 3 items 今日审核 · 3 项

Active Warnings 活跃预警 View all 查看全部

CRITICAL

Helios-07 progress far behind plan. At current velocity, will miss deadline by 6 weeks. Helios-07 项目进度严重落后，以当前速度无法在截止日期前完成，预计延期 6 周。 → Schedule project review meeting today → 建议立即召开项目评审会

HIGH

Zhang Ming has 12 active tasks (115% capacity). 5 overdue. 张明当前 12 个活跃任务，负荷 115%，5 个逾期。 → Redistribute 3 tasks to balance load → 建议重新分配部分任务

MED

Implementation phase overdue by 11 days in 8/13 projects. Systemic bottleneck suspected. 实施阶段在 8/13 个项目中平均超期 11 天，可能存在系统性瓶颈。 → Audit implementation process → 审查实施阶段流程

Risk Dimensions 风险维度评分

Progress 进度

Resources 资源

Quality 质量

Comms 沟通

Technical 技术

Compliance 合规

Who uses Latent

谁在用 Latent

From the shop floor
to the C-suite.

从一线到董事会
每个角色都用得上

Different questions, same brain. Everyone gets answers from the same real-time data — so leadership, operations, and execution stay aligned.

不同角色问不同问题，用的是同一颗大脑。同一份实时数据，让管理层、运营层、执行层始终对齐。

CTO / VP Engineering

CTO / 研发总监

Strategic oversight
without the spreadsheets

战略掌控
告别报表堆

Every Monday: one question gets the week's critical issues ranked by priority, with owner names, deadlines, and recommended actions.

每周一早上一个问题，获得本周最关键的风险列表（按优先级排序），标注责任人、截止日期、建议动作。

Cut my Monday review from 2 hours to 15 minutes. I see what matters, not what's in the spreadsheet.

周一例会准备时间从 2 小时压缩到 15 分钟。看到的是真正重要的事，不是表格里的数字。

Engineering Manager

研发经理

Spot overload
before it burns out

识别超负荷
避免团队崩溃

Latent watches task assignments, overdue rates, and cross-project load. Flags engineers at 90%+ capacity before they burn out or miss deadlines.

Latent 持续监控任务分配、逾期率、跨项目负荷。工程师超过 90% 负荷时主动预警，避免在崩溃或错过节点时才发现。

Caught two overload situations this month before they became delays. Huge.

这个月发现了两个超负荷的同事，在变成延期之前就处理掉了。太有用了。

Project Manager

项目经理

One source of truth
across PLM, Jira, MES

跨系统
统一数据口径

No more reconciling progress data between PLM milestones, Jira tickets, and MES production status. Latent joins them automatically.

不再需要在 PLM 里程碑、Jira 工单、MES 生产状态之间对口径。Latent 自动跨系统聚合，口径始终一致。

I used to spend 3 hours/week just reconciling data. That's gone now.

以前每周光对数据就要花 3 小时。现在这件事没有了。

Customer story

客户案例

Before Latent, my Monday review meeting ran two hours. We'd argue about which project was actually at risk, then half the data was wrong anyway. Now I walk in, open Latent, and in 5 minutes I know exactly who needs help and what to unblock. It replaced an entire reporting layer.

用 Latent 之前，我每周一的评审会开两个小时，还在为哪个项目真正有风险争论，等到最后发现一半数据不对。现在我开会前打开 Latent，5 分钟就知道谁需要帮助、什么要解决。它替代了我们整个一层汇报体系。

Chen Wei 陈伟

VP of Engineering · XiLi Tech (Pilot Customer) 研发副总裁 · 西力智能科技（pilot 客户）

Security & Compliance

安全与合规

Your data never
leaves your network.

数据始终
留在你的内网

Private deployment isn't an enterprise-tier upsell. It's the only way we ship. Latent runs inside your VPC, your on-prem servers, or your airgapped environment.

私有部署不是企业版加钱才有——这是 Latent 的唯一交付方式。Latent 运行在你的 VPC、本地服务器、或完全隔离的内网环境中。

Fully private deployment

完全私有化部署

Installed on your infrastructure. No telemetry, no phone-home. Source code escrow available for regulated industries.

部署在客户自有基础设施。无遥测、无外联。受监管行业可提供源代码托管。

SOC 2 & ISO 27001 aligned

对齐 SOC 2 与 ISO 27001

Security practices mapped to SOC 2 Type II and ISO 27001. Full SSO, RBAC, audit logs, and data encryption.

安全实践对齐 SOC 2 Type II 和 ISO 27001 标准。完整 SSO、RBAC 权限、审计日志、数据加密。

On-prem LLM option

支持本地部署 LLM

Deploy with open-source LLMs (Qwen, DeepSeek, Llama) running entirely inside your network. AI models never see the public internet.

可选本地部署开源大模型（通义千问、DeepSeek、Llama），AI 推理完全在内网运行，模型不接触公网。

SOC

SOC 2 Type IIAligned对齐

ISO

ISO 27001Aligned对齐

等保

China MLPS 2.0 等保 2.0 Level 3 ready三级可交付

GDPR

GDPRCompliant合规

Deployment Architecture 部署架构

🏢

Customer VPC / On-prem

客户 VPC / 本地数据中心

Where everything runs

所有组件运行位置

Private 私有

↓

⬡

Latent Core

Latent 核心服务

Connectors · Analysis engine · API

连接器 · 分析引擎 · API

↓ ↑

🔒

Your source systems

你的源系统

PLM · ERP · MES · Jira · GitHub (read-only)

PLM · ERP · MES · Jira · GitHub（只读）

↓ ↑

🤖

LLM (choose deployment)

LLM（可选部署方式）

On-prem · Private cloud · API (opt-in)

内网部署 · 私有云 · API 调用（可选）

About Latent

关于 Latent

We're building the brain
every company deserves.

我们在打造
每家公司都该有的大脑

A company born in the factory.
Built for every enterprise.

诞生于工厂
服务于所有企业

Latent started from a simple observation: decision-makers spend more time reconciling data across 5+ systems than actually deciding. Systems don't talk. Teams burn out. Opportunities slip. And nobody has a complete picture until the quarterly review.

Latent 源于一个简单的观察：决策者花在"跨 5+ 个系统对数据"上的时间，远多于真正做决策的时间。系统互不连通，团队过载，机会溜走，等到季度评审才看见完整问题。

We started in manufacturing R&D because that's where the pain is sharpest. But the brain we're building applies to every org that runs on fragmented systems — which is every org.

我们从制造业研发起步——那是痛点最尖锐的地方。但我们构建的这颗大脑适用于所有靠多个系统运转的组织——也就是所有组织。

📍 Where

📍 在哪

Shanghai, China · Global deployment

中国上海 · 全球部署

👥 Team

👥 团队

Ex-Huatian, ex-SAP, ex-ByteDance engineers

前华天、前 SAP、前字节跳动工程师

🎯 Mission

🎯 使命

Make every manufacturer as data-driven as the best tech company

让每家制造企业都像顶尖科技公司一样数据驱动

🔒 Principle

🔒 原则

Your data never leaves your network. Ever.

你的数据不会离开你的内网。永远不会。

Timeline

时间线

2025 Q2

Founded

Latent 成立

Company spun out of a manufacturing PLM consulting project.

从一个制造业 PLM 咨询项目中孵化。

2025 Q4

First pilot

首个 pilot 客户

XiLi Tech deployed Latent across 13 active R&D projects.

西力智能科技将 Latent 部署在 13 个活跃研发项目上。

2026 Q1

Product GA

正式发布

Launched with connectors for SAP, Siemens, PTC, Dassault.

发布 SAP、西门子、PTC、达索等主流 PLM 连接器。

2026 Q2

You?

下一个是你？

Onboarding new manufacturing customers. Book a call.

正在接入新的制造业客户。欢迎预约沟通。

Your company deserves one brain 你的公司值得有一颗大脑