Measure first, then automate. Read a year of your email, read-only, to see where the time goes, then automate the work that repeats, one job at a time.
12 questions owners asked us, from 3 calls. Updated 2026-10-23.
Use one test: if it is an input, a process or an output of the work, it goes in the knowledge system. If it is none of those, it does not belong there.
What is left is mostly things with a certain layer of abstraction, meaning ideas one step removed from the work itself. If it is not part of the work itself, it does not belong in the system.
An agent is an AI helper set up to do one job. A fact-checking agent needs to search the web and remember the data it checks. It starts as a skill inside another agent, and once it is used again and again, it gets a server of its own.
Start each session by naming the client or project and pulling the context that belongs to it. Close it by logging what happened, checking that it makes sense, and pulling out follow-ups as tasks. Write both steps down as a short procedure the AI follows every time.
A local database of this kind can hold a very large amount of data before it starts to strain. That leaves room to grow for a long time.
Yes, it can be done. One way is to give the agent its own web address, so a client can open a chat with it directly. A person approves anything that leaves the building, and the first human contact stays human.
Yes, through a universal connector over a secure link, which connects to most business systems. The audit map comes first, then the CRM is connected. A CRM connection needs two data tables set up first.
Yes, in the automation phase of a project, which comes after the work is mapped. An input from accounting or ordering software can start a step, be a step, or supply the data for one. A person still approves anything that leaves the building.
For routine bookkeeping on the same charge each month, yes, that work can be automated. Year-end work has a compliance side, and that part stays with an accountant.
It depends on the data. Health information takes more setup time on the automation side, and a qualified engineer signs off before anything touches items such as doctor's notes or signatures. Training could start before the inbox audit, in one-to-one screen-share sessions. Once trust is earned, Lemonbrand can ask to connect its systems, and that is discussed with the company first.
The first example is copying figures from one system into a report. It can drop from hours to minutes, with fewer errors. The person's time moves to higher value work, such as pushing teams to act on the data. Automation changes the parts of the job that repeat.
An agent connected to the inbox can be set up as a watcher. Each email can be opened in a sandbox (a sealed test space) and checked before it does harm. Fewer software tools means fewer doors to guard, and checking which software is really in use is part of the work.
Today. Small follow-ups pile up, and collecting them and keeping them in mind takes effort.
What changes. After each client conversation, a draft list of follow-ups could be pulled from the notes. A person approves it before anything goes to the client, and once the audit confirms this repeats, it could be an early job to automate.
Today. Mail is sorted by hand into the folder for each project.
What changes. Once the audit shows how much mail belongs to each project, each email could get a suggested project for a person to confirm with one click. Filing stays with a person until the suggestions are trusted.
Today. Time is logged after the fact, from memory. Entry is slow when the form asks for the client and project before the hours can be written down.
What changes. A plain note, such as hours spent on a new client, could be turned into a time entry for the right client and project. A person checks it before anything goes onto an invoice.
Today. Often a person's job: taking figures from one system and writing them into a reporting spreadsheet for board reporting.
What changes. Once the audit confirms how often this repeats, an agent could copy the figures across and check each one against its source. That could cut the errors that come from retyping.
Today. The call did not describe how this is done today for consultants. Simon said some organizations have fully automated this part of the business.
What changes. An agent could build the prospect list and draft each message, and a person reviews and sends the first contact. Later steps could follow once the audit confirms the volume.
Everything that matters in a business goes through an inbox at some point. Read a year of it, read-only, and you can see where each person's week goes. Then automate the work that repeats, one job at a time.
