SOUTH AFRICAN SME OWNERS • MANUFACTURING & BEYOND

Executive AI leadership
for South African SMEs —
from the accountant who
automated his own practice first.

Measurable time and margin recovered.
Not technology, tools, or “AI transformation.”

20-minute call. No hard sell.
Instant scorecard results
12 years running a factory’s finances
Own accounting practice as living AI case study
Numbers-first. Zero hype.
THE STORY

I used to run the numbers for a factory.
Then I automated my own practice.

Twelve years running finance and systems for a manufacturing operation taught me what actually moves the needle: hours recovered, cash visibility, and margin that shows up on the P&L — not vendor promises.

When I started my own accounting practice, I applied the same discipline. I automated the repetitive work. I built the systems I wished I’d had when I was inside the factory. The practice itself became the first real-world case study.

I started with my own practice. The first timed result is one client file. That is Case Study Zero — small, measured, and not dressed up as a firm-wide transformation.

WHAT CLIENTS ACTUALLY GET
  • • Specific hours recovered per month
  • • Rand value impact on margin
  • • Clear before-and-after from the implementation
  • • Peer-level credibility, not vendor theatre
THE OFFER LADDER

Transparent pricing. Clear next steps.

Every engagement starts with a low-friction entry point. All prices exclude VAT.

ENTRY PRODUCTS (COLD-MARKET FRIENDLY)
AI Readiness Scorecard
Free • 15–20 questions
R0
  • Instant scored report
  • Overall readiness grade
  • Top three opportunity areas
  • Benchmark vs businesses your size
AI Discovery Workshop
Half-day on-site
R6,500–R8,500
Fully creditable against the AI Opportunity Assessment if you proceed within 60 days.
CORE PRODUCTS
Quick-Win Sprint
30–45 days • Top 2–3 opportunities
Implementation of the highest-value opportunities identified in the Assessment.
PRICING (excl. VAT)
R25,000 – R60,000
Quoted individually
Fractional CAIO Retainer
Ongoing executive AI leadership
Advisor — 1 day/month R14,500 /mo
Partner — 2 days/month R27,500 /mo
Initial 3-month term, then month-to-month. Limited capacity.
PROOF

Case Study Zero — one measured file in our own practice

ONE RECURRING CLIENT FILE • BEFORE → AFTER
4h → 1h
monthly work on that file
3 hours
recovered per month on that file
On one recurring client file, monthly work went from four hours to one. That is the first timed result from our own practice. We also use a tax-research assistant on our own knowledge base; we have not timed that work yet, so it is not in these numbers.
Additional case studies coming soon
Manufacturing client — Q1 2026
Quoting + production reporting automation
Professional services firm
Admin and client reporting reduction
VERTICAL FOCUS

Manufacturing & Engineering is the flagship

12 years inside a factory is the differentiator. Other verticals are supported but we lead with what we know best. See AI automation examples from that work.

Quoting & estimating automation
Reduce quoting time and error rates dramatically.
Production reporting
Real-time visibility without manual spreadsheets.
Stock & procurement admin
Lower carrying costs and fewer stockouts.
Quality documentation
Streamline ISO and customer requirements.
Maintenance request triage
Faster response, better uptime tracking.
Professional Services, Wholesale/Distribution and Logistics are supported as secondary verticals.
HOW TO START

The lowest-friction path

1
Take the free AI Readiness Scorecard
15–20 questions. Instant report with benchmark and top opportunities.
2
Book a 20-minute fit call
We’ll quickly establish whether there’s a real fit before any deeper engagement.
3
AI Discovery Workshop (optional next step)
Half-day on-site. Fully creditable against the Assessment.
Ready to talk specifics?
Book a no-pressure 20-minute fit call. We’ll discuss your situation and whether we’re the right fit.
INSIGHTS

Jobs we write about

Short notes on factory admin and the person who sits with the job. Read one, then take the scorecard if the hours are yours.

AI automation examples that recover hours in South African manufacturing
Concrete AI workflow examples for South African factory admin: invoices, quoting, production reporting, and inbox triage. Hours first, not tools.
AI agents for small businesses that take one job off the owner
How South African SME owners should use AI agents: one repeating job, a named owner, and a draft they can approve. Hours first, not a chatbot catalogue.
Invoice automation that cuts the month-end chase
Invoice automation for South African manufacturers: capture, match, and approve without retyping. Hours and errors first, not an OCR product.
What a forward deployed engineer does
A forward deployed engineer sits with one real job, builds in the live stack, and leaves a draft a named person can approve. Last-mile work, not a platform demo.

All insights