William Chen · Industrial AI & AI-Native Product Builder

Selected Works

BatteryPEML Lab

Battery & new-materials R&D workspace. Structured experiment data, traceable formulations — from trial-and-error to a traceable system.

Private deployment · Formulation structure · Multi-objective

From trial-and-error
to a traceable system

白泽 Baize

B2B complex-deal intelligence engine. Customer stakeholders become agents; simulate stance, relationships and politics to predict win rates.

Stakeholder graph · Political simulation · Win-rate

Turn complex deals
into a simulatable system

女娲 · AI 原生公司操作系统

Scattered AI agents unified into one human+agent org chart. Govern goals, budgets, approvals — cost & progress on one screen.

Agent org chart · Budget governance · Mobile

AI employees running
like a company

Outcomes · Anonymized

Formulation versions

Leading battery maker, 4-month pilot: 11 high-nickel formulation versions, 240+ controlled experiments.

3–5 天 → 30 分钟

跨组检索周期

Cross-team lookup: 3–5 person-days → under 30 minutes.

2 周 → 3–4 天

项目启动阶段

9 名实施工程师复用 URS→FDS 转译清单，启动阶段缩短。

Method

Direction over speed. Systems over targets.

STEP 01

定位

先按个人提效 / 流程增强 / AI 原生三层定位卡在哪层。

STEP 02

结构化

Turn professional judgment into models and checklists usable by newcomers and agents.

STEP 03

留痕

Every AI decision leaves an audit trail — traceable, accountable.

STEP 04

治理

Cost tied to output — every agent visible on one screen.

Career

2008 – 2015

工业软件现场

From field implementation engineer to product owner across chemical MES, energy management and pharma MES.

2016 – 2025

西门子工业软件

配方研发软件（Opcenter RD&L）产品负责人，深度服务新能源与新材料头部企业。

2025 –

杭州且言管理咨询

以合伙人身份用 Agentic AI 重构传统咨询，独立构建Three AI-native products。

Today

Three AI-native products

Baize (B2B sales engine), BatteryPEML Lab (materials R&D), Nüwa (agent orchestration).

Collaboration

If you're looking for someone who understands industry and can build AI into products — we should talk.

Enterprise AI adoption · Industry agent systems · Product collaboration
Start with a 30-minute conversation

Get in Touch Products Free 3-Min Check

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Turn industry knowledge into executable intelligent systems.