The Keynote – and the philosophy behind 10gen
For all of business history, intelligence was the one thing you could not buy more of. In the last three years, that stopped being true. Intelligence became a utility – and every business model changed, whether you asked it to or not.
The Parable
When factories first swapped their steam engines for electric motors, economists were baffled: productivity barely moved for thirty years.
Why? Because the owners bolted the motor into the exact spot where the steam engine had stood – and changed nothing else. The gains only arrived when a new generation of engineers rewired the whole factory floor around the new power: moved the machines, redesigned the work itself.
Most businesses today have bolted AI where the steam engine was. They generate more noise, more efficiently – output without outcome, activity without impact.
You did not walk into a world where AI is coming. You walked into a world where AI already happened. The only open question is whether it happened to your business – or for it.
The bridge from possibility to profitability isn’t a bigger budget or a smarter machine. It’s the intelligence already in your business – multiplied. That’s Return on Intelligence.
The Film
180 years of human knowledge – and the moment artificial networks joined the curve. Forty seconds that reframe everything.
EXPANSION OF INTELLIGENCE · 0:40 · HUMAN BRAIN vs ARTIFICIAL NEURAL NETWORKS, 1850–2030
The Evidence
Microsoft’s Global AI Diffusion report (Q1 2026) ranks South Africa the #1 generative-AI adopter in Africa – 23.1% of working-age South Africans, ahead of the 17.8% global average. We are not behind. But only one in three of our organisations is building AI into its workforce strategy. We are adopting like leaders. Now it’s time to build like them – that’s the gap 10gen closes.
The Journey
The spine of the AI to ROI keynote – one word at a time.
The Operating Model
The pattern that works: the human owns the first mile – the right problem, the ethical boundary, the question worth asking. The machine owns the heavy middle – the processing, drafting, reconciling. The human returns for the last mile – empathy, context, judgment, the handshake.
Every AI initiative gets a two-person team: one digital native, one veteran. The native drives the tool; the veteran interrogates the answer.
In the ClockBench test, people read an ordinary analogue clock correctly 89% of the time; the best AI model managed 13%. The machine brings scale it cannot judge; you bring judgment that cannot scale.
The more skilfully you work with these tools, the sharper your thinking becomes – and the sharper your thinking, the more the tools give back.
Seeing Is Believing
The live demo from the keynote. A messy, realistic ops meeting – a delayed shipment, an unhappy customer, three actions buried in the waffle.
A 25-second voice note plays – the kind of meeting fragment every business records a hundred times a week.
One click. The agent goes to work on the raw audio.
On screen: full minutes, three actions with owners and deadlines, and a drafted follow-up email to the customer – ready to send.
That’s what agentify means.
Risk & Reward
IBM found 97% of organisations that suffered AI-related breaches lacked basic AI access controls. The house didn’t burn down because the fire was clever – nobody fitted the smoke alarms.
Define the ethical focus of the business and of every individual using AI – the lines you will and won’t cross.
What data may enter an AI – and what may never.
Who may use which system, defined by name and role.
Which outputs need a human eye before they act on the world.
Who owns each decision an algorithm touches – by name.
The ability to explain, afterwards, exactly what happened and why.
Your Next 90 Days
Get the basics. Pick one or two platforms – not eleven. Find the profit pitfalls and the simple wins.
Map your priority workflows. Move the machines – don’t just bolt the motor on. Set the rules and the measures.
Launch into one business unit. Prove the return against the baseline. Scale the winners – and dream the next.
The 45-minute keynote by Terry Flack (R45,000), or a half- or full-day strategy immersion for your leadership team.
“If you want to go fast, go alone. If you want to go far, go together.”