我如何为一人公司设计 AI 系统(以及我拒绝自动化的部分)
How I design AI systems for a one person business (and what I refuse to automate)
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我如何为一人公司设计 AI 系统(以及我拒绝自动化的部分)。三者均以自筹资金的方式起步。
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中文辅助译文(全文)
我于2016年创办 Write Right,并将其发展至75人。我于2023年退出这家公司。它是一家真正运营中的企业:拥有人员、流程、客户,以及一份有其存在理由的组织架构图。在此之前,我已于2021年退出 Dad of Ad。2026年10月,我退出了 Blushush。这三家公司均为自筹资金创立。
第三次退出后,我重新开始独自搭建事业。如果你曾经经营过那种规模的公司,本能会驱使我们重建那套机器:招募承担各项职能的人员,重建各个层级,在旧组织架构图的每个方框下安排一个人或一种工具。但对于一人企业来说,这是错误的本能。
一人企业不是一家拥有74把空椅子的75人公司。它是一种不同的设计。它包含同样类型的工作——研究、交付、跟进,以及一份说明你是谁的公开记录——但它承担不起同样的组织结构。工作必须沿着一条短路径,从决策走到成品。如果我们照搬人员编制逻辑,每周都会花在管理一套为管理他人而构建的系统上。
我是一名常驻艾哈迈达巴德的连续创业者和个人品牌顾问,是 Ohh My Brand 的联合创始人兼 CEO,如今正在打造 Solo Not Small——一项帮助独立创业者和小企业主借助AI实现规模化发展的AI项目。我最初在 Bhuj 的 AMW Motors 担任机械工程师。车间一线和那家75人公司教会了我同一个道理:复制工作内容,而不是组织架构图。
在选择工具之前梳理工作事项
人们会问应该采用哪种模型或智能体。这通常不是正确的第一个问题。先把你一周内已经在做的工作,按照实际发生的顺序写下来。
当我为一人企业做这件事时,清单几乎总是可以归为四组。
第一组是营收工作:通话、提案、跟进,以及在与任何人交谈之前写好的简报。第二组是交付:你承诺的东西,以你承诺的形式,达到你愿意署上自己名字的标准。第三组是记录:“关于”页面、各个个人资料页,以及有人问你做什么时你给出的简短回答。第四组是学习:通话后记下的笔记、你不想重复做一次的决策,以及下个月还会再次需要的研究资料。
一家75人公司会把这些工作分摊到不同团队中。一人企业则由一个人承担全部四类工作,而最容易出问题的通常是各个衔接处:通话后的笔记过于单薄,公开记录仍在描述去年的公司,或者因为简报从未被写下来而导致跟进延迟。AI在这些衔接处很有用。但如果只是把它当作一家并不存在的公司的装点,其作用就小得多。
我最先系统化的工作从来不是对外公开的那一项
一旦有了能力很强的模型,诱惑就是先从看得见的产出入手:一篇帖子、一个落地页,或是一连串让一人企业显得比实际更繁忙的内容。我认为这样本末倒置。
我最先系统化的工作,是在任何人看到我之前发生的那一项:销售通话前的简报、避免我临场发挥的调研、对话后的笔记,以及我已经执行过一百次、却有时仍会跳过的检查清单。这些工作具有重复性,有清晰的完成标准,也不需要模型去虚构一种人格。
一人代理机构也容易在这里出问题。代理机构是一人企业的一种特殊情况:创始人就是交付团队,也是品牌本身。如果先自动化对外呈现的界面,最终可能得到的内容多于判断,而两者不再匹配。
我使用一个实用的检验方法:如果我无法用一句话解释这项工作,也无法指出一个把它做好的示例,我就暂时不会把它交给模型。我会亲自再把这项工作做一遍,根据这次实践写好简报,然后才让系统起草、提取信息或进行检查。模型是我已经理解的工作上的员工,而不是对外发声的角色。
把AI当作员工,而不是人格化角色
员工需要一份简报,需要知道获准使用哪些事实,也需要知道哪些内容绝不能虚构。跳过这些步骤的一人企业,得到的会是措辞流畅却略有错误的回答——日期发生变动、职位被夸大,或者产品被描述成并非其本身的东西。
在最后这一点上,我对自己的工作要求严格。Solo Not Small 是一项面向独立创业者和小企业主的AI项目。它不是一门课程。我的每一次退出都有对应的公司名称和年份。我不会要求模型修饰这些事实,也不会让它编造我未提供的数据指标。
这听起来理所当然,但大多数人并不是这样为工具编写简报的。他们粘贴一段宽泛的提示词,得到一段自信笃定的文字,然后因为它听起来像一家公司就直接发布。对一人企业而言,这是一个代价高昂的习惯。走廊那头没有编辑。发现错误的人往往正是你原本希望与之合作的人。
所以,我真正想要的系统其实很朴素。每项重复工作配一份简短简报。模型可用事实的一份简短清单。所有对外可见内容都由人再过一遍。再设置一个存放输出的地方,方便我以后找到。这就是一套操作系统。一堆聊天窗口不是。
我拒绝自动化的工作
有些工作,即使初稿已经足够好,我也不会交出去。
我不会让模型决定这家公司是什么。对外公开的记录——“关于”页面、各个个人资料页,以及我在交流场合使用的那句话——必须由我亲自定稿。如果这些对外界面彼此不一致,我面对的就不是营销问题,而是运营问题。作为个人品牌顾问,我研究这个问题;我曾为 Forbes India 和 Entrepreneur India 撰写相关主题的文章,也曾以 Fast Company Executive Board 成员的身份撰写相关内容。一致性是一套系统,而不是一句口号。
我不会让模型为了让工作显得规模更大而虚构客户、数字或结果,也不会把以我名义发布的一份作品中的最后一道判断自动化。初稿可以来自系统,标准不能。Write Right 需要各个层级,以确保我不在场时质量仍能维持。一人企业没有这种需求,也不需要这种额外开销。
如今,批量产出很容易。稀缺的是从真实决策到内容仍然属实的最终作品之间的一条短路径。
本周开始行动的一个简短方法
如果你经营一人企业,又希望建立一套系统,而不是再增加一个工具,我会按以下顺序去做。
按照一周里的实际发生情况,写下这四组工作。选一项对外公开前的工作——一份简报、一次跟进或一份调研资料包——用一句话加一个示例描述清楚。只有在简报已经写好后,才用模型执行这项工作。为所有输出保留一个统一的存放位置。然后查看你的公开记录,检查它是否仍与实际经营的公司相符。如果不符,先修正记录,再生成更多此类内容。
同样的步骤也适用于一人代理机构,在那里,呈现出20人公司的样子所承受的压力更大。你不需要装出一家自己并没有的公司。你需要的是让各个衔接处顺畅运转,并让公开记录保持真实。
这正是我正在亲自做的工作,也是 Solo Not Small 所围绕解决的问题。我曾在 Bhuj 担任工程师,也曾创办一家75人公司。如今我再次回到一张办公桌前。真正值得留下的是标准,而不是组织结构。其余的是判断,而我希望把这一部分留给人。
常驻印度艾哈迈达巴德的连续创业者和个人品牌顾问。Ohh My Brand 联合创始人兼 CEO,现正打造 Solo Not Small,这是一个帮助独立创业者和小企业主借助AI实现规模化发展的AI项目。更多内容见 bhaviksarkhedi.com。
可在 Hashnode、HackerNoon、Quora 和 Strikingly 找到我。
译文由上游机器翻译生成,可能有误;判断请以英文原文为准。
英文原文(来源本站未改写)
I founded Write Right in 2016 and grew it to 75 people. I exited that company in 2023. It was a real operation: people, process, clients, an org chart that existed for a reason. Before that I had already exited Dad of Ad, in 2021. In October 2026 I exited Blushush. All three were bootstrapped.
After the third exit I went back to building alone. The instinct, if you have ever run a company of that size, is to rebuild the machine: hire the functions, recreate the layers, put a person or a tool under every box on the old chart. That is the wrong instinct for a one person business.
A one person business is not a 75-person company with 74 empty chairs. It is a different design. It has the same kinds of work — research, delivery, follow-up, a public record of who you are — but it cannot afford the same structure. The work has to travel a short path from a decision to a finished thing. If you copy the headcount logic, you will spend your week managing a system that was built to manage other people.
I am a serial entrepreneur and personal branding consultant in Ahmedabad, co-founder and CEO of Ohh My Brand, and I am now building Solo Not Small, an AI initiative that helps solopreneurs and small business owners scale with AI. I started as a mechanical engineer at AMW Motors in Bhuj. The shop floor and the 75-person company taught me the same lesson: copy the work, not the org chart.
Map the jobs before you pick a tool
People ask which model or agent they should adopt. That is usually the wrong first question. Start by writing down the work you already do in a week, in the order it actually happens.
When I do this for a one person business, the list almost always falls into four groups.
The first is revenue work: the call, the proposal, the follow-up, the brief you write before you speak to anyone. The second is delivery: the thing you promised, in the form you promised, at the standard you are willing to put your name on. The third is the record: the about page, the profiles, the short answer you give when someone asks what you do. The fourth is learning: the notes you take after a call, the decision you do not want to make twice, the research you will need again next month.
A 75-person company spreads those groups across teams. A one person business holds all four, and the leak is usually in the joints: thin notes after a call, a public record that still describes last year’s company, a late follow-up because the brief was never written down. AI is useful at those joints. It is much less useful as a costume for a company you do not have.
The first job I systemise is never the public one
The temptation, once you have a capable model, is to start with the visible output: a post, a landing page, a thread that makes the one person business look busier than it is. I think that is backwards.
The first job I systemise is the one that happens before anyone sees me: the briefing before a sales call, the research that stops me improvising, the notes after a conversation, the checklist I have already run a hundred times and still sometimes skip. Those jobs are repetitive, they have a clear definition of done, and they do not require the model to invent a personality.
This is also where a one person agency gets into trouble. An agency is a special case of a one person business: the founder is the delivery team and the brand. If you automate the public surface first, you can end up with more content than judgement, and the two no longer match.
A practical test I use: if I cannot explain the job in one sentence, and point to an example of it done well, I do not hand it to a model yet. I do the job myself one more time, write the brief from that pass, and only then ask the system to draft, extract, or check. The model is staff for work I already understand, not a voice.
Treat AI like staff, not like a personality
Staff need a brief. They need the facts they are allowed to use. They need to know what they must not invent. A one person business that skips this will get fluent answers that are slightly wrong — a date moved, a role inflated, a product described as something it is not.
I am strict about the last point in my own work. Solo Not Small is an AI initiative for solopreneurs and small business owners. It is not a course. My exits have names and years. I do not ask a model to decorate those facts, and I do not let it create metrics I have not supplied.
That sounds obvious. It is not how most people brief a tool. They paste a loose prompt, get a confident paragraph, and publish it because it sounds like a company. For a one person business, that is a costly habit. There is no editor down the hall. The person who notices the error is often the person you were hoping to work with.
So the system I actually want is boring. A short brief for each repeating job. A short list of facts the model may use. A human pass on anything that will be seen in public. A place to put the output so I can find it again. That is an operating system. A pile of chat windows is not.
What I refuse to automate
There are jobs I will not hand over, even when the draft would be fine.
I will not let a model decide what the company is. The public record — the about page, the profiles, the sentence I use in a room — has to be finished by me. If those surfaces disagree, I do not have a marketing problem. I have an operations problem. I work on that question as a personal branding consultant, and I have written about related themes for Forbes India and Entrepreneur India, and as a member of the Fast Company Executive Board. Consistency is a system, not a slogan.
I will not let a model invent a client, a number, or a result so the work sounds bigger. And I will not automate the last judgement on a piece of work that goes out under my name. A draft can come from a system. The standard cannot. Write Right needed layers so quality could survive when I was not in the room. A one person business does not have that excuse, and it does not need that overhead.
Volume is easy now. The scarce thing is a short path from a real decision to a finished piece of work that is still true.
A short way to start this week
If you run a one person business and you want a system rather than another tool, I would do this, in order.
Write the four groups of work as they really happen in your week. Pick one pre-public job — a brief, a follow-up, a research pack — and describe it in one sentence plus an example. Run that job with a model only after the brief exists. Keep a single place for the output. Then look at your public record and check whether it still matches the company you are actually running. If it does not, fix the record before you generate more of it.
The same sequence helps a one person agency, where the pressure to look like a 20-person shop is stronger. You do not need to perform a firm you do not have. You need the joints to work, and you need the record to stay true.
That is the work I am doing myself, and it is the problem Solo Not Small is built around. I have been the engineer in Bhuj and the founder of a 75-person company. I am now back at one desk. The useful inheritance is standards, not structure. The rest is judgement, and I would like to keep that part human.
Serial entrepreneur and personal branding consultant based in Ahmedabad, India. Co-founder and CEO of Ohh My Brand, now building Solo Not Small, an AI initiative helping solopreneurs and small business owners scale with AI. More at bhaviksarkhedi.com.
Find me on Hashnode, HackerNoon, Quora and Strikingly.
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