Henno Fourie · Embedded AI lead

Someone has to own AI in your business.
Without another full-time hire.

For owner-run South African businesses. I find where admin is costing you money and fix it with your team, one process at a time. Then I stay accountable for the results.

Caveat Capital was about to hire a full-time PA. It has worked with me since March 2026 and still hasn’t needed one.

Free and online. Bring one admin job that eats your week. I’ll tell you whether it’s worth fixing and what the next step costs.

Henno sitting at a laptop in a relaxed workspace

What clients say

In practice

Caveat Capital, since March 2026

When we started, Tertius was running his own inbox, diary and follow-ups. I set up one system for him and another for his team, and both are still in use.

For Tertius

The assistant he uses every day

Each morning it sends his email priorities and follow-ups on WhatsApp, with a one-page briefing he prints. At 10 pm it sends tomorrow’s meetings, and his follow-ups go straight into Google Tasks.

Real setup. Names and details in the screenshot are invented.

My account, shared with Caveat Capital’s permission.

Possible starting points

Which of these sounds
like your week?

Each of these eats hours every week. On the call, we’ll work out which one is worth fixing first.

Enquiries answered hours later
An assistant answers common questions within minutes, helps customers book, and passes anything unusual to your team.
Quotes that take days to go out
AI drafts the quote from the enquiry or your call notes, and you check it before it’s sent.
Unpaid invoices chased by hand
Reminders go out on schedule from your accounting software, stop as soon as the client pays, and send anything disputed to you.
Contracts reviewed from scratch
AI drafts from your templates and flags anything that differs from your standard terms. A person still signs off.
Evenings spent on email
A daily briefing on WhatsApp lists priority emails, follow-ups and tomorrow’s meetings.
Deciding without current figures
A dashboard pulls the figures you need from the systems you already use.

Not every one of these needs AI. Sometimes the fix is a setting in software you already pay for, and I’ll tell you when it is.

How I can help

Start with one fix.
Keep going if it pays.

We start with one fixed-price project. If it works, I stay on as your embedded AI lead and take on the next one.

Your first fix

We pick the job that’s costing you most and measure how long it takes now. I build the simplest fix with the tools you already use, and it runs alongside the old way until it’s proven. Then I hand it over to someone on your team, with training and a one-page guide.

Fixed scope · Fixed fee, agreed before we start

Embedded AI lead

I stay on as the person responsible for AI in your business. I keep what’s running working, take on the next job on the list, and tell you which new tools are worth paying for. We check in every week, and each month you get a one-page report of what changed, in rand and hours.

Monthly fee · Three-month minimum, then month to month

How we work together

Working together

Measured before it’s built.
Handed over once it’s proven.

One job at a time, with the fee agreed before each step starts.

  1. Pick the job and measure it

    We choose the job worth fixing first and measure it as it is today: how long it takes, how often it happens and what goes wrong. We agree those numbers before I build anything.

    Before anything is built
  2. Build the simplest fix

    I use your real examples and the software you already pay for. If an existing tool already does the job, you buy it instead of paying me to build it.

    Fixed scope · Fixed fee
  3. Run it alongside the old way

    For a few weeks the new way runs next to the old one, and a person checks everything it produces. We agree up front what would make us stop.

    Real work · Stop rules agreed
  4. Hand it over

    Someone on your team runs it day to day. They get training on your own tasks and a one-page guide to what to check and what to do if it breaks. It also goes on a simple list of what AI runs in your business and who checks it.

    Your person · Your accounts
  5. Measure again, then pick the next job

    We compare the new numbers with the old ones. If it paid off, we move on to the next job on the list.

    Optional: embedded AI lead
How is working with me different?

The usual ways

  • A pitch, then a junior team.
  • A strategy deck, and months before anything runs.
  • Tools chosen for the vendor.
  • Training left to you.
  • Start again with the next vendor.
  • Results promised, rarely measured.
  • Trials that drift on with no decision.

Working with me

  • One person, first call to setup and beyond.
  • One job, quoted before it starts.
  • Only tools that fit how you work. No commissions from vendors.
  • Training on your own tasks.
  • One person responsible from the first job onward.
  • Worth estimated first, measured after.
  • A clear keep-or-stop call after every trial.

Fees

You’ll know the price
before any work starts.

The 30-minute call is free. The first fix has a fixed price. If you keep me on as your embedded AI lead, it’s a monthly fee with a three-month minimum.

Your first fix
Fixed price, quoted after the call.
One job, measured before and after, with testing, a trial alongside the old way, training for your team, a one-page guide and 30 days of support after handover.
Bigger builds, quoted separately
If a job is too big for the monthly fee, I quote it before any work starts.
Software and usage costs
Software subscriptions, hosting and AI usage are listed separately from my fees. I don’t take commissions on any software I recommend. Wherever practical, the accounts and data stay in your name.

How the first quote works

Within two working days of the call, you get a written quote for the first fix, including the timeline and how we’ll measure it.

A little about me

I do the figuring out,
so you don’t have to.

Henno Fourie Embedded AI lead

Most owners I speak to don’t want another system to learn or a stream of AI news to follow. So I test the new tools myself, keep the few that earn their place, and set them up around the way your business already works.

I don’t take commissions from software vendors.

More about me

Tools and your data

Built on the software you already pay for.

Tools change weekly. Good workflows should outlast them. I start with what you already use, and a tool only changes when the improvement justifies the disruption.

Your accounts
Wherever I can, software is set up in your business’s name, not mine. If we stop working together, you keep everything.
Your data
I handle personal information in line with POPIA, South Africa’s privacy law. Client information only goes into business accounts that don’t use it to train AI models, and each system gets access to only what it needs. Our agreement sets out how your data is protected and what happens to it when the work ends.
No commissions
I don’t earn anything from the software I recommend, so the only question is what fits your business.

Works with

  • Google Workspace
  • Microsoft 365
  • WhatsApp
  • Xero
  • Sage
  • Shopify
See the full list

AI tools

  • Claude
  • ChatGPT
  • Gemini
  • Grok
  • Perplexity
  • OpenClaw
  • Mistral
  • Ollama
  • Hermes Agent
  • Cursor
  • Vapi
  • ElevenLabs

Business tools

  • Notion
  • Slack
  • GitHub
  • Supabase
  • Vercel
  • Retool
  • n8n
  • Make
  • Zapier
  • Twilio
  • Gmail
  • Google Drive
  • Google Sheets
  • Google Calendar
  • Dropbox
  • Airtable
  • Obsidian
  • Trello
  • Asana
  • ClickUp
  • Telegram
  • Zoom
  • Google Meet
  • HubSpot
  • Salesforce
  • Intercom
  • Cal.com
  • Calendly
  • Mailchimp
  • Brevo
  • LinkedIn
  • QuickBooks
  • Stripe
  • Payfast
  • Yoco
  • WooCommerce
  • WordPress
  • Webflow
  • Framer
  • Canva
  • Figma
  • YouTube

Questions

Before you book

Something else on your mind?
Email me directly

The first conversation

What happens on the 30-minute call?
You bring one admin job that eats your week, and I ask how it works today: how often it happens and what goes wrong. I’ll tell you whether it’s worth fixing. If it is, you get a written quote for the first fix within two working days.
Do I need to know anything about AI?
No. That’s my job. Bring a question, a frustrating task or a description of your working day. You don’t need the technical answers.
Can we meet in person?
The call is online. If it helps, we can meet in Johannesburg or Cape Town after that.

Working together

How much time will you need from me?
A few hours for the first fix: explaining the job, agreeing the numbers we’ll measure, and practising on your own tasks. We agree the time when I quote. On the monthly arrangement, there’s a short check-in every week.
How do you get to know how I work?
We start with a conversation about your day, the tools you use and where work gets stuck. Then we measure the job as it runs today, so we both know what the fix has to beat. If watching part of your work would help, we agree that together.
Can you help my team, not just me?
Yes. At Caveat Capital, I set up a contract library for the team and trained them on their own documents. Every team setup includes training on your own tasks and a named person who runs it day to day.
Will AI replace my staff?
At Caveat Capital, it meant they didn’t need to hire. The aim is to take repetitive admin off the people you already have, so they spend more time on the work you hired them for. A person still checks anything that matters.

Your setup

Will I need to change the tools I use?
Not unless it’s worth it. I start with what you already use, and any change is explained before you decide.
What access would you need to my tools and documents?
Only what the job needs, agreed before anything is connected: which tools and documents, what the system may do, and how you can switch it off. You and your team approve anything consequential. I don’t ask for account access on the call.
What happens if something breaks?
The person on your team who runs it has a one-page guide to what to check and what to do. If it’s beyond them, they contact me. Fixes are included for 30 days after handover. After that, they’re included on the monthly arrangement, or quoted before I start.
Will my setup go out of date?
I test new tools and changes to the ones you use, and we look at anything worth changing in the weekly check-in. Keeping your setup working is part of the monthly arrangement, along with the next job each month. Bigger builds are quoted before any work starts.

Costs and results

How will I know what it will cost?
Within two working days of the call, you get a written quote for the first fix, including the timeline and how we’ll measure it. If you keep me on afterwards, the monthly fee is agreed before we start, with a three-month minimum and then month to month.
What if it doesn’t work?
Before the trial, we agree what would count as not working, for example if checking its output takes longer than doing the job yourself. That line goes into your written quote. If the fix hits it, we stop, and you only pay for the work already done. On the monthly arrangement, a stopped job’s share comes off your fee.

Free 30-minute call · Online

Bring the job
your team complains about

We’ll look at how it runs today, which parts should stay with a person, and whether it’s worth fixing. If it is, you’ll have a written quote within two working days. You don’t need an AI strategy, a technical brief or an existing AI system.

I work with at most eight clients at a time, so I can stay personally involved.

The call is online. If it helps, we can meet in Johannesburg or Cape Town after that.

You can also email automate@henno.ai. What happens on the call.