AI that ships. 真正能交付的 AI。
Corvus agents on your own server and inside your messenger. GEO so buyers find you when they ask AI. Corvus 部署在你自己的服务器，嵌进飞书、微信等日常协作；GEO 让客户向 AI 询商时，找得到你。
At a glance一览
Products
Corvus
Your AI employee. On your server. In your messenger. 你的 AI 员工：部署在自有服务器，工作在日常协作工具里。
Enterprise-grade AI agent, private by design (BYOC + BYOT). Custom skill packs, permanent memory, a shared team knowledge base, and an append-only audit ledger. Not another dashboard: work happens where your team already chats. 面向企业的 AI 员工，强调数据与算力可控（自有服务器、自有模型额度）。可定制技能、长期记忆、共享团队知识库，以及可追溯的操作记录。不是又一个后台——就嵌在团队每天用的飞书、微信、Telegram 里。
- Surfaces使用入口
- TelegramFeishu / Lark飞书 / LarkWeChat / WeCom微信 / 企微Mini program小程序
- Runs on部署
- Your own server — BYOC + BYOT你自己的服务器——自有算力、自有模型额度
- Status状态
- Live已上线
Works where your team already chats就在团队每天用的工具里
- 01Telegram
- 02Feishu / Lark飞书 / Lark
- 03WeChat / WeCom微信 / 企微
- 04Mini program小程序
SGfoto
A proper ID photo, from one selfie. 一张自拍，变成规范证件照。
55 documents across 31 countries and territories, from the Singapore IC and passport to visas and foreign passports. Your real face is kept, no face-swap; hair, clothing and background are generated. See a free watermarked preview first (one per account per day), then S$1.99 for the full-resolution file. About a minute, in the browser, nothing to install. Photos are deleted within 24 hours. 55 份证件、31 个国家和地区的规格：从新加坡身份证、护照，到各国签证和外国护照。脸是你自己的，不换脸；头发、衣服、背景由 AI 生成。先免费看带水印的预览（每账号每天一次），满意再花 S$1.99 下载高清。在浏览器里做，一分钟左右，不用装 App。照片 24 小时内自动删除。
- Documents证件
- 55 documents · 31 countries and territories55 份证件 · 31 个国家和地区
- Price价格
- Free watermarked preview · S$1.99 full-resolution download免费带水印预览 · S$1.99 下载高清
- Output产出
- Full-resolution file · 4R and A4 print sheets高清文件 · 4R / A4 冲印排版
- Status状态
- Live已上线
Formats your photo to each document’s published specifications and does not guarantee acceptance; acceptance is always decided by the issuing authority. Independent app, not affiliated with any government.按各证件公开的规格排版，不保证一定被接受，是否接受由签发机构决定。独立应用，与任何政府机构无关。
55documents · 31 countries and territories · about a minute in the browser份证件 · 31 个国家和地区 · 浏览器里一分钟左右
Work案例
What we shipped. 我们做成过什么。
Selected engagements across enterprise AI and GEO: what the client needed, what we built. 企业 AI 与 GEO 的部分合作——需求是什么，我们如何落地。
-
01
Peoties
Need: grow a peer-support membership circle through chat, not another marketing site. Built: community bots for acquisition and research agents. Live at peoties.com.需求：用聊天把同伴支持型会员圈做起来，而不是再做一个宣传站。交付：社群获客机器人与研究型智能体——已上线 peoties.com。
Corvus -
02
1% Coffee
Need: keep specialty-coffee social content moving without a big content team. Built: AI-assisted social media and promotion workflows.需求：精品咖啡品牌要持续做内容，又不想堆一支内容团队。交付：AI 辅助自媒体与内容宣传流程。
Auto-media -
03
Hachong Youxuan哈宠优选
Need: run pet retail operations inside WeChat, with an agent in the loop. Built: Corvus agent plus a native WeChat mini program.需求：宠物零售要在微信里把业务跑起来，并有智能体参与。交付：Corvus 智能体 + 微信小程序。
Corvus + Mini program小程序 -
04
Shenyang Huashun沈阳华顺
Need: buyers asking AI for energy testing vendors were not finding them. Built: visibility baseline and citation-oriented content layout for Shenyang Huashun Energy Technology Testing.需求：客户问 AI 找能源检测时，看不到他们。交付：可见度基线与可被引用的内容布局（沈阳华顺能源技术检测）。
GEO
03 / GEO
Show up when customers ask AI. 客户问 AI 时，让品牌被看见。
Generative Engine Optimization for B2B brands: real multi-platform baselines, content built for citation, and website diagnostics AI crawlers can use. We measure first, then improve. No guaranteed rankings.
面向 B2B 的生成式引擎优化：多平台实测基线、便于被引用的内容，以及官网可读性诊断。先测清楚，再改到位；不承诺保排名。
GEO servicesGEO 服务说明
Platforms measured · China实测平台 · 中国
- 01Doubao豆包
- 02DeepSeek
- 03Qianwen千问
- 04Yuanbao腾讯元宝
- 05Kimi
- 06Baidu AI Search百度AI搜索
Platforms measured · Global实测平台 · 全球
- 01ChatGPT
- 02Gemini
- 03Perplexity
- 04Grok
About关于
A Singapore studio that ships AI. 一家把 AI 真正交付落地的新加坡工作室。
Mirror Lake builds AI that ships: Corvus agents for companies, SGfoto for people, and GEO so B2B brands show up when buyers ask AI. We don’t sell slogans; we ship systems teams can operate. 镜湖科技做真正上线的 AI——面向企业的 Corvus 智能体、面向个人的 SGfoto；也做 GEO，让 B2B 品牌在客户问 AI 时被看见。我们不卖口号，做团队用得住的系统。
- Who we serve服务谁 SMBs and B2B brands that need private agents or measurable AI visibility, and individuals who need a proper ID photo.需要私有智能体或可核验 AI 可见度的中小企业与 B2B 品牌，以及需要一张合规证件照的个人。
- How we work怎么协作 Singapore HQ handles core development, product and business; the China team in Hangzhou, Hefei and Shenzhen handles development and business.新加坡总部负责核心开发、产品与商务；杭州、合肥、深圳的中国团队负责开发与业务。
- What we won’t claim不做什么 Guaranteed AI rankings or seven-day miracles. We measure, then improve.不承诺保排名、七天奇迹。先测清楚，再改到位。
Founded by Guan Wu — previously Wellington Management; NTU and NUS. Built Mirror Lake to ship AI that companies can actually own and run. 创办人吴关——曾任职 Wellington Management；南洋理工本科、新加坡国立硕士。创办镜湖，是为了把公司真正能拥有、能运转的 AI 做出来。
— Guan Wu—— 吴关
FAQ常见问题
Questions, answered.常见问题，直接答。
What is Mirror Lake?Mirror Lake 是什么？
Mirror Lake (镜湖科技) is an independent Singapore studio with two lines: AI products (Corvus and SGfoto), and GEO — helping brands become visible in AI search answers.镜湖科技（Mirror Lake）是新加坡独立工作室，两条主线：AI 产品（Corvus、SGfoto），以及 GEO——帮品牌在 AI 回答中被看见。
What is Corvus?什么是 Corvus？
Corvus is an enterprise AI employee on your own server — custom skills, lasting memory, shared team KB, audit ledger. Teams use it in Telegram, Feishu, WeCom, and mini programs. Live at corvusai.io.Corvus 是部署在你自己服务器上的企业 AI 员工——可定制技能、长期记忆、共享团队知识库、可追溯操作记录。可在飞书、企业微信、小程序与 Telegram 中使用。已上线 corvusai.io。
What is SGfoto?什么是 SGfoto？
SGfoto turns one selfie into a properly formatted ID, passport or visa photo: 55 documents across 31 countries and territories. Your real face is kept; hair, clothing and background are generated. Free watermarked preview, S$1.99 full-resolution download, photos deleted within 24 hours. Acceptance is always decided by the issuing authority. Live at sgfoto.app.SGfoto 把一张自拍变成规范证件照，覆盖 55 份证件、31 个国家和地区。脸是你自己的，头发、衣服、背景由 AI 生成。免费看带水印预览，S$1.99 下载高清，照片 24 小时内删除。是否被接受由签发机构决定。已上线，见 sgfoto.app。
What is GEO here?这里的 GEO 是什么？
GEO means generative engine optimization: measuring and improving how often AI answer engines mention and recommend your brand. See the GEO page.GEO 指生成式引擎优化：衡量并提升品牌在 AI 答案引擎中被提及与推荐的频率。详见 GEO 页。
Where is Mirror Lake based?Mirror Lake 在哪里？
HQ in Singapore (NTU and NUS team background; founder Guan Wu, previously Wellington Management). China team in Hangzhou, Hefei and Shenzhen.总部新加坡（团队背景含 NTU / NUS；创办人吴关，曾任职 Wellington Management）。中国团队在杭州、合肥、深圳。
How can I contact you?怎么联系？
Book 30 minutes via Google Calendar, email hello@mirrorlake.studio, or scan the WeChat QR in Contact.可通过 Google Calendar 预约 30 分钟，发邮件到 hello@mirrorlake.studio，或在联系区扫微信二维码。
Contact联系
Let’s talk. 欢迎联系。
Agents, SGfoto, or GEO. Book 30 minutes, write, or add us on WeChat. 企业 AI、SGfoto，或品牌 GEO——预约 30 分钟，或发邮件 / 加微信。
Google Calendar booking page.Google Calendar 预约页。
Book 30 minutes预约 30 分钟For Corvus product questions: hi@corvusai.io.Corvus 产品问题也可写 hi@corvusai.io。
Write to us发邮件