OurAIWorks

AI LAB

AI lab

Content systems, knowledge bases, agents, and support or marketing assistants. We are an engineering team that can turn a scene into a running system.

Around OurAIWorks

ToolsCasesPromptsSolutionsIndustriesTrainingRolloutConsultingLabInsights

How we build

Engineering serves a business you can control, not a loud demo

01

Prove the scene

People can use it and the process can be checked before you build a system.

02

Knowledge and permission

Sort the files, the wording, and the approval line before you connect a model.

03

Limited automation

Low-risk steps can run. High-risk promises stay with a person.

01 · Custom

Content generation system

Draft marketing and product content in the brand voice, with a person confirming before it goes out.

Marketing, export, and store operations

Brand voiceChannel rewritesReview flowAsset archive

Related packs

Export AI plan

Find buyers and write outreach that fits the account, while a person still checks prices, lead times, and claims. Built for small export teams.

Small-team office plan

Start with everyday office jobs. Templates and a review step make AI something the team can repeat. For companies that want a result before a system.

02 · Custom

Company knowledge assistant

Turn policies, manuals, and FAQs into searchable knowledge for internal questions.

Manufacturing, support, and admin

Document intakeCited answersPermission splitGap finding

Related packs

Manufacturing AI plan

Connect quoting, order follow-up, knowledge lookup, and data summaries to AI. Help the front line first, then keep the know-how. For plants with complex specs and hard-to-copy experience.

Small-team office plan

Start with everyday office jobs. Templates and a review step make AI something the team can repeat. For companies that want a result before a system.

03 · Pilot plus

AI agent

Run a short sequence inside a limited permission, for a process you already trust.

Digital leads and stable roles

Step sequenceTool callsHuman confirmLog replay

Related packs

Manufacturing AI plan

Connect quoting, order follow-up, knowledge lookup, and data summaries to AI. Help the front line first, then keep the know-how. For plants with complex specs and hard-to-copy experience.

Export AI plan

Find buyers and write outreach that fits the account, while a person still checks prices, lead times, and claims. Built for small export teams.

05 · Custom

Marketing assistant

Buyer notes, email drafts, and content drafts for sales and export teams.

Sales, export, and growth

Buyer summaryOutreach draftFollow-up reminderContent variants

Related packs

Export AI plan

Find buyers and write outreach that fits the account, while a person still checks prices, lead times, and claims. Built for small export teams.

Manufacturing AI plan

Connect quoting, order follow-up, knowledge lookup, and data summaries to AI. Help the front line first, then keep the know-how. For plants with complex specs and hard-to-copy experience.

Cases to compare

Cases

Manufacturing

A packaging adhesives company closes the export loop with AI

Manufacturing

A parts plant shortens quote response time

Manufacturing

Factory meetings turn into tasks people can do

Base tools

Tools

ChatGPT

办公效率

Claude

办公效率

Midjourney

设计创意

Jasper

营销销售

By industry

ManufacturingExportRetailEducationServicesReal estate

Talk systems after the scene is stable

First lock what people can already use and the process can check. Then add the knowledge base and limited-permission automation.

Talk about a buildSee the packsSee training

Lab reading

Browse insights

Automation limits, knowledge bases, and the human confirmation point.

How-to

Dify企业知识库助手：先治理文档再搭Agent

用Dify快速搭建知识库助手与Agent时，先做文档治理与引用审计；权限、回滚与人工确认点比模型选型更关键。

How-to

GitHub Copilot团队护栏：补全之外的安全策略

研发团队启用GitHub Copilot时，用企业策略控制建议范围；涉秘代码、许可证与安全审查不能省。

How-to

Hex分析笔记本：数据团队与业务共创边界

数据与增长团队用Hex做SQL/Python分析与AI写查询时，区分探索笔记本与发布应用；生产查询要有评审与权限。

How-to

Make复杂分支自动化：比Zapier更细时怎么控风险

企业用Make做多分支自动化时，先画清触发与失败路径，核心写入仍要校验与人工确认，避免复杂流程把错误放大。

How-to

n8n自托管工作流：把AI接到现有系统

技术团队用n8n做可自托管自动化时，优先低风险搬运与告警，AI节点只做草稿与分类，权限与密钥必须受控。

How-to

Replit Agent内部小工具：快速验证与下线策略

业务技术混合团队用Replit Agent搭内部小工具时，先定数据分级与下线条件；验证成功再迁移到正式环境。

常见问题

Questions about the lab

After the role templates run cleanly, look at connections, permissions, and the knowledge base. A build does not replace training the team has not done.

01

When should we enter the lab?

When the role templates and the human confirmation points already run, but connections, permissions, or knowledge search still fail. Do not use a build to skip training the team has not done.

02

Can the lab ship a fully automatic support agent?

High-risk promises stay with a person. The lab shows directions and limits. Most smaller companies should consult and pilot before they develop.

Talk about a system after the scene already works

A consult decides if a build is worth it. Then the lab scopes it.

Book a consultSee the packs