SC Nexus · Use cases

The Library.

The recurring jobs inside a small business, and what an AI agent does to each one. Every custom agent a small business builds is one of ten roles pointed at a particular problem. Start with the role that sounds like your week, or start with your industry and see the ten in your own language.

Every one of these is something I build. If one of them is your Thursday afternoon, that is worth a conversation.

Most of what you have been told about AI is about things you buy. A chatbot for the website. A note-taker in your meetings. A feature your existing software switched on last quarter and now charges for. Those are products — they do the same thing for you that they do for everybody else paying the same subscription.

This page is about the other kind: software written for one business, doing one job that business actually has. That has always been possible and almost never worth it, because custom software meant a team, a year, and six figures. What changed is that the expensive part is no longer the programming. Reading a messy email, working out which job it belongs to, drafting a sensible reply, noticing when something is odd enough to need a person — none of that has to be specified in advance anymore. It can be described in plain language and the software works it out. What is left to build is the plumbing, and the plumbing was never the part that made this out of reach.

Nobody has called you about this, and there is a reason. There is no product to sell, so there is nobody with a sales team selling it. Everybody with a sales team is selling seats.

What one of these actually is

Not a chatbot, and not a robot doing somebody's job. It is software that wakes up on a schedule, or when something arrives, and reads the same records one of your people would read. It does the part that is gathering and typing. It hands a person the part that is judgment. It works inside what you already run — your job software, your accounting system, your mailbox — rather than asking you to move. It writes down what it did, so you are never guessing. And it does not send anything to a customer on its own until you have watched it long enough to decide that it can.

How to tell whether you have one

Do not start with the technology. Start with a job in your week that is done by somebody good, that is four parts looking things up to one part deciding, that stops completely in your busiest month, and that everyone has quietly accepted is simply how it is. That job is the candidate. There are ten shapes it comes in, and they are below.

One you can go and look at

Read The Briefing →

The Briefing on this site is one of the ten. It is The Reporter, pointed at my own business instead of a client's. It works a standing list of about forty sources every few hours, screens what arrives against one question — did something change that moves a recurring job in a small business from being done by hand to being done by software — and assembles the draft that I then edit and publish under my own name.

It is not a product I pay for. I built it, it runs on my own server, and it does the two things every agent described on this page does: the gathering and the first draft are the software's, and the judgment is a person's. Read this week's issue, then read The Reporter below, and you are looking at the same thing from two directions.

The ten agents

All ten →

By industry

All 59 →

Same ten agents, your vocabulary — plus what they actually plug into in a business like yours.

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