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The job big companies pay a forward-deployed engineer six figures to do — as a tool, for two figures.

AI 价格观察——免费每周邮件

哪些 AI 工具改变了价格,以及发布了什么——面向小型企业。从供应商页面验证。无垃圾邮件,随时可退订。

产品

  • 企业 AI 方案
  • AI计划查找器
  • AI 技能库
  • AI工具
  • 定价

产品与服务

  • AI 部署方案
  • AI集成
  • Bigger or more complex? Tell us.
  • 规模更大或更复杂?

公司

  • 博客
  • AI 模型追踪器
  • 提交工具
  • 联系
  • 隐私
  • 服务条款

信任与方法论

  • 关于我们
  • 方法论
  • 我们如何排名 AI 工具
  • 前线部署的 AI
  • 附属链接披露
  • AI 工具定价更新
  • 安全与数据隐私

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AI integration services

AI integration services that connect AI to your real tools

Most AI underdelivers because each tool is an island that can't see your data. We help you build one connected assistant — wired into your email, CRM, docs, and analytics through safe, well-known connectors and MCPs — so the value compounds instead of stalling in 'AI theater'.

Best for: Businesses with existing tools (email, CRM, docs) that don't talk to AI yet.

Explore AI integration Take the 2-min quiz

What you get

  • A map of which of your current tools AI should connect to first
  • The specific connectors and MCPs to use, with official links
  • Setup steps to wire it together safely
  • Guardrails for sensitive data (especially regulated fields)
  • A clear line on which integrations a plan can carry and which need a person

Questions, answered

What does 'AI integration' actually mean?+

Connecting AI to your real systems and workflows — email, CRM, documents, analytics — so it can read context and take action, instead of being a standalone chatbot.

What are MCPs and connectors?+

Connectors and MCP (Model Context Protocol) servers let your AI assistant securely read and act in apps you already use — like Gmail, Notion, Slack, HubSpot, or GitHub. We tell you exactly which safe, well-known ones to use.

Is it safe to connect AI to my business data?+

It can be, with the right choices. We recommend reputable tools and flag what to keep out of consumer AI — important for law, accounting, and healthcare.

Can you do the integration for me?+

Your plan names the exact connectors and MCP servers and walks a non-technical owner through wiring them up. If you'd rather someone did it, describe the scope on the contact page — that work is quoted individually, and we say no when it needs an embedded engineer rather than a plan.

Start in two minutes

Take the 2-minute quiz for an honest plan for your business — a $99one-time setup unlocks it when you're ready.

Get my AI plan How AI integration works