你好,
我是 Tate。
Hi,
I'm Tate.

我把真实工作,变成模型学得会的数据。I turn real work into data a model can actually learn from.

难的从来不是拿到原始素材,是让每一份数据都过得了验收——场景够高价值、格式对齐、逐项可核验,任何一处失控,整批就废。

我专注做 AI Agent 落地,长期服务战略咨询企业,为上市公司与独角兽提供数据服务;做过 CRO、CRA 与药企的创新药临床试验结构化数据处理,跟着外部标准与合规要求走;从 0 铺开过 93 个线下点位;更早研究过可穿戴传感器的人体活动识别。

做的是同一件事:把混乱的输入,变成能验证的产出。
The hard part was never getting the raw material — it’s making every batch pass acceptance: the scenario has to be worth capturing, the schema has to line up, every item has to be checkable. Lose control anywhere and the whole batch is void.

I focus on deploying AI agents in production, work long-term with strategy-consulting firms, and provide data services to listed companies and unicorns; I’ve done structured-data processing for novel-drug clinical trials at CROs, CRAs and pharma companies, working to external standards and compliance requirements; built 93 physical locations from zero; and earlier researched human activity recognition with wearable sensors.

It’s all the same job: turning messy input into output that can be verified.

紫金山英才计划Zijinshan Talent 连续创业者Serial founder
Tate 在做 ego 采集设备实测
专注 AI Agent 落地 · 创新药 · 具身智能 · 高质量数据业务AI agent deployment · novel drugs · embodied AI · high-quality data
·

当前专注 · 与我合作Current focus · work with me

同一个判据:交出来的东西能不能过验收。数据要能直接进训练,Agent 要能接进真实业务——做个 demo 不算。One test for everything I hand over: does it pass acceptance? Data has to go straight into training; an agent has to run inside a real workflow. A demo doesn’t count.

主营 · 具身智能数据Main line · embodied-AI data

具身智能数据
采集与交付
Embodied-AI
data delivery

客户标准进来,验收数据出去。Your standard goes in; acceptance-ready data comes out.

面向人形机器人、VLA 与世界模型训练。每条 Episode 交付 MP4 / MCAP / JSON / 质检报告 / SHA-256,随包附可复现的验证脚本。For humanoid-robot, VLA and world-model training. Every episode ships with MP4 / MCAP / JSON, a QC report, SHA-256 checksums and a reproducible verification script.

看我们怎么做 →How we work →
01
标准转译Standard translationSchema 与验收口径,翻译成现场照做的 SOPYour schema and acceptance criteria, turned into an SOP the crew can follow
02
场景组织与合规Scene ops & compliance任务真实性、拍摄许可、隐私授权、现场纪律Task authenticity, filming permission, privacy consent, on-site discipline
03
设备方案与实测Device solutions帧率、时间同步、连续录制——实测合格才入池Frame rate, clock sync, sustained recording — measured before a device enters the pool
04
采集执行与团队Capture operations试采锁定 SOP,团队统一培训、考核、复训Lock the SOP on a pilot; crews trained, checked and retrained against it
05
数据标注Data annotation任务分段、关键帧、动作语义,人工逐条复核Task segmentation, key frames, action semantics — reviewed item by item
06
数据工程与质检Data engineering & QC拆流、转码、切分、打包、校验,出可复现报告Demux, transcode, segment, package and checksum, with a reproducible report
第二条线 · AI AgentSecond line · AI Agent

企业 AI Agent 落地Enterprise AI Agent delivery

从一个值得做的业务流程开始:判断场景、梳理数据与风险、做出可演示原型,再决定是否进入完整交付。Start from one workflow worth doing: judge the scenario, map the data and the risk, build a demonstrable prototype — then decide whether to go all the way.

聊一个业务场景 →Talk through a workflow →
01

战绩Track record

作为行舟品牌咨询集团 AI 事业部合伙人——20 年军师级品牌全案的体系,正被我接上 AI 的能力。As Partner & Head of AI at ThinkBoat — 20 years of strategy-grade brand consulting, now wired into AI.

行舟 案例墙
¥102亿
东成工具Dongcheng Tools
市占率反超博世,登顶行业第一Overtook Bosch to lead the category
¥63亿
伟星新材 VASENVASEN
品牌全面升级,启用国际商标Full brand upgrade, new global trademark
10亿+
快客电梯Quick Elevator
以"服务"重定位高端市场Repositioned premium around service

服务过的品牌包括Brands served include 复星 Fosun · 中联重科 Zoomlion · 杉杉 Shanshan · 苏盐 · 西屋电气 Westinghouse · 三菱重工 · 飞利浦 Philips · 20年yrs · 300+ 客户clients · 500+ 案例cases · 87+ 行业头部category leaders

查看更多品牌案例 →More brand cases →
02

作品Work

搜见 GEO、AI 小白站、临床试验文档结构化、图像批量生产与逐条质检——都是我一个人从需求做到上线的。和数据交付是同一套工程习惯:先定义验收,再跑通闭环。Soujian GEO, an AI portal for newcomers, clinical-trial document structuring, bulk image production with per-item QC — each built solo, from spec to launch. Same engineering habit as data delivery: define acceptance first, then close the loop.

查看全部作品 →See all work →

先从一条样片开始。Start with a single sample episode.

你给场景和验收标准,我按你的格式交一条完整数据包——含质检报告与可复现的验证脚本,你在自己机器上重跑。合不合格看结果,不看承诺。You give me the scenario and the acceptance criteria; I deliver one complete data package in your format — QC report and a reproducible verification script included, so you can re-run it on your own machine. Judge it by the result, not by a promise.

聊聊你的采集需求 →Talk through your capture needs →

或加微信 or WeChat missionbio · zzttb2012@gmail.com

— Tate