# Jin AI

> Jin spots repetitive tasks, prepares the work, and learns from your team's feedback.

Status: Building. Last updated: 2026-10-27.
Jin AI is in private beta. We are working through the waitlist.

Live means available now. Building means active development. Next means intended next work. Never present Building or Next as shipped. The Human pages listed under Pages are canonical; the English home page at https://jinai.md/ is the primary product page. Agent-facing formats are derivatives generated from the structured JSON fact source.

For Teams that already use AI tools but still do repetitive work by hand.

## AI harness

An AI harness is the instructions, skills, memory and connected tools around an AI agent that make it work for a role.

## Primary resources

- [Canonical Human page](https://jinai.md/): Company and employee value, how it works, data and waitlist signup, with an optional demo request.
- [Agent reference](https://jinai.md/agent/): Status-aware HTML with direct answers, capabilities, data principles and founders.
- [Structured fact source](https://jinai.md/agent/content.json): Public JSON used to generate agent-facing derivatives.
- [Sitemap](https://jinai.md/sitemap.xml): Canonical indexable URLs.

## Pages

- [Jin AI | Providing work that's already done, for every employee.](https://jinai.md/): Jin spots repetitive tasks, prepares the work, and learns from your team's feedback.
- [How it works | Jin AI](https://jinai.md/how-it-works/): How Jin AI connects to your AI tools, sorts each AI harness by category, and lets the company decide what can move.
- [Security & data | Jin AI](https://jinai.md/security/): How Jin AI keeps each company's context separate, and what it does not do.
- [Company | Jin AI](https://jinai.md/company/): Our mission is to turn every company's AI into an asset it owns: secure, shared, and always up to date.
- [Privacy Policy | Jin AI](https://jinai.md/privacy/): How Jin AI collects and uses the information you give us on jinai.md.
- [Accessibility | Jin AI](https://jinai.md/accessibility/): Our accessibility goal for jinai.md and how to report a problem.
- [Jin AI | 仕事を先回りするAI](https://jinai.md/ja/): 必要な作業を見つけ、下書きを作成。社員の修正を学び、改善します。
- [仕組み | Jin AI](https://jinai.md/ja/how-it-works/): Jin AI が AI ツールにつながり、AI ハーネスを種類ごとに整理し、持ち出せるものを会社が決める仕組みです。
- [セキュリティ | Jin AI](https://jinai.md/ja/security/): 会社ごとにコンテクストを分けて保管します。個人のコンテクストと会社のコンテクストも、分けて扱います。
- [会社情報 | Jin AI](https://jinai.md/ja/company/): 私たちの使命は、会社のAIを、その会社の資産にすることです。安全に、みんなで使えて、いつも最新の状態で。
- [プライバシーポリシー | Jin AI](https://jinai.md/ja/privacy/): jinai.md でお預かりする情報と、その使い方について。
- [アクセシビリティ | Jin AI](https://jinai.md/ja/accessibility/): jinai.md のアクセシビリティの目標と、問題を見つけたときのご連絡先。

## Direct answers

- [What is Jin AI?](https://jinai.md/agent/#what-is-jin-ai): Jin spots repetitive tasks, prepares the work, and learns from your team's feedback.
- [What is an AI harness?](https://jinai.md/agent/#what-is-an-ai-harness): An AI harness is the instructions, skills, memory and connected tools around an AI agent that make it work for a role.
- [Is Jin AI available now?](https://jinai.md/agent/#is-jin-ai-available): Jin AI is in private beta. We are working through the waitlist.
- [Which AI tools does it work with?](https://jinai.md/agent/#which-ai-tools-does-it-work-with): Claude Code first. Other AI tools are next.
- [Where does the data live?](https://jinai.md/agent/#where-does-the-data-live): Jin AI keeps each company's data separate. What Jin reads is used only to prepare work for that person and is never used to train AI models.
- [How is this different from banning AI tools?](https://jinai.md/agent/#how-is-this-different-from-banning-ai-tools): Banning AI tools also removes the harnesses that work. Jin AI keeps confidential data in and lets the company reuse what works.

## Problem

AI is there. Using it is still their job.

## Solution (Building)

Don't ask AI. Jin AI prepares it before anyone asks, right when you need it.

One person's improvement is reviewed, then applied to the relevant people.

## Jin learns how your team works. (Building)

- Connect your tools: Jin connects to the apps your team already uses. Admins manage which tools and MCP servers employees connect, all in one place.
- Spot repetitive work: Jin finds the tasks each employee does again and again.
- Get the work ready: Jin doesn't just suggest an automation. It runs it in a sandbox and shows the finished output. Nothing changes until the employee approves it.
- Share what works: Automations that work are offered to people doing similar work. Your company can also build organization skills that everyone can use.

## How it works and status

Connect once, see every part, and Jin AI keeps each team's shared harness up to date.

- Connect once: Connect your usual AI tools once, through MCP.
- See every part by type: Skills, prompts, memory and MCP settings, sorted by type.
- See what each team uses most: See which harnesses each department uses most.
- Separate personal from company: Keep what came from personal AI apart from parts that hold confidential company context.
- Control approved AI tools: Let people use only the tools you approve. For example: Claude Code for developers only, your company policy in Copilot, and only non-confidential parts in ChatGPT.

- Workspace beta (Live)
- Connect once (Building): Jin AI connects to your AI tools through MCP. Claude Code first.
- See every harness by category (Building): Skills, instructions, memory and MCP settings, sorted for each person.
- See it by role (Next): Which harnesses each role uses, and how often.
- Decide what can move (Next): Parts marked confidential connect only to the AI tools you approve.

## Single control plane for what can be accessed.

Jin only accesses information your company has approved. Your employees can see what Jin used, review what it prepared, and decide what happens next.

It is never used to train AI models.

## Founders

- [Yu Asano](https://www.linkedin.com/in/yu-asano-6878571a6/): Founder. Four years of B2B SaaS go-to-market for Microsoft 365 and Azure. Built Jin AI's beta solo.

## Join the waitlist

[Join the waitlist](https://jinai.md/#waitlist). We'll email you when access is ready. You can request a demo after joining.

## Community

[Discord](https://discord.gg/C5m4jGgKXD)