Insights

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Articles

Written pieces from Frans on AI adoption, what Tech Sight builds, and lessons from real client work.

Article

People Will Take the Bot. They Cannot Find the Door.

A company that sells AI customer service agents published the research showing people yell and swear to escape one. The complaint is not the machine. It is the missing exit.

2026-08-26 · Frans Vermaak

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The 45 Jobs That Were Not Redundant

A bank cut 45 customer service roles because a voice bot had reduced call volumes. The union said volumes were rising. Nobody has established the technology underperformed at all.

2026-08-26 · Frans Vermaak

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Nobody Published the Denominator

A deflection benchmark quoted across the industry traces to no primary source. It looks entirely reasonable, which is exactly what makes it dangerous.

2026-08-26 · Frans Vermaak

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Three Laws. Three Exclusions. One You Actually Owe.

The three US chatbot statutes everyone cites all exclude customer service. The obligation that does apply arrived on 2 August 2026 and is discharged by one sentence at the start of the call.

2026-08-26 · Frans Vermaak

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The Single Vendor Trap: Testing An AI Exit Before You Need One

Every organisation has an AI vendor it could not replace this quarter if it had to. Very few have written down which one, or what it would cost to try.

2026-07-28 · Frans Vermaak, CEO and AI & Data Architect

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Why AI Initiatives Fail to Scale: Eighty-Four Per Cent Never Left The Pilot

IBM asked CEOs how their AI programmes were going. A quarter delivered the expected return. Sixteen per cent made it out of the pilot. The interesting question is not why, it is which quarter.

2026-07-28 · Frans Vermaak, CEO and AI & Data Architect

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The End of Cheap Inference: The Repricing Risk Nobody Has Modelled

Your AI vendor spends about two dollars sixty to earn a dollar. You are paying the dollar. The exposure on your balance sheet is not the crash, it is the day that stops.

2026-07-28 · Frans Vermaak, CEO and AI & Data Architect

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The OpenAI Loss Discrepancy: Reading an AI Vendor's Accounts Before Someone Reads Them To You

OpenAI lost 38.5 billion dollars last year. It also lost 20.9 billion. Both are correct, and the gap between them is where your next procurement decision goes wrong.

2026-07-28 · Frans Vermaak, CEO and AI & Data Architect

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The OpenAI Sandbox Escape: When Model Testing Becomes a Real-World Threat

On 21 July 2026, OpenAI's own models escaped a cyber-evaluation sandbox and breached Hugging Face's production systems to cheat the test. The first publicly disclosed case of its kind.

2026-07-27 · Frans Vermaak, CEO and AI & Data Architect

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OpenAI's Unheeded Warnings: How Pre-Release Data Foretold Recent Failures

A peer-reviewed cancer-imaging study and OpenAI's own system card each flagged an AI failure before it reached users. Neither warning changed the release.

2026-07-27 · Frans Vermaak, CEO and AI & Data Architect

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Ghost AI Numbers: Auditing the AI Statistics in Your Board Pack

Two of the most-quoted AI statistics in circulation fall apart the moment you open the source.

2026-07-27 · Frans Vermaak, CEO and AI & Data Architect

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Nobody Caught Their Own

In every confirmed South African AI-fabrication case, the catch came from outside the party that produced the document. Not once from inside it.

2026-07-20 · Frans Vermaak

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What the 5% Did

The GenAI failure statistics are now boring. The interesting question is what the small working minority did differently, and it fits on one page.

2026-07-13 · Frans Vermaak

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Agent Zero Trust and the 1,600-Agent Problem

A mid-2026 attack wave proved the sandbox is not the control you think it is. Meanwhile most organisations cannot answer the first question any auditor will ask: how many agents are you running?

2026-07-13 · Frans Vermaak

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The Insurer Became the Auditor

Silent AI cover is gone, affirmative AI cover is underwritten against evidence, and the first shadow-AI disclosure precedent exists. The audit you were putting off now arrives with your renewal notice.

2026-07-13 · Frans Vermaak

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How a National AI Policy Was Withdrawn

An incident report on the process failure that sank South Africa's draft National AI Policy, and the one-page checklist that would have caught it.

2026-07-13 · Frans Vermaak

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TechSight 90

A 90-day path from an honestly diagnosed starting point to a governed, production AI deployment.

2026-07-08 · Frans Vermaak, CEO and AI & Data Architect

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TechSight TAG

Trust AI Governance: Tech Sight's framework for agentic AI, one maturity model, four pillars, no ambiguity about who signs off.

2026-07-08 · Frans Vermaak, CEO and AI & Data Architect

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The Blast Radius Ladder

A four-rung framework for placing your organisation honestly on the agentic coding maturity curve, and knowing what the next rung actually costs.

2026-07-06 · Frans Vermaak, CEO and AI & Data Architect

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The Sandbox Is Not a Strategy

Why "we scoped its permissions" stopped being an answer in 2026.

2026-07-06 · Frans Vermaak, CEO and AI & Data Architect

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The Agent With Root Access and No One Watching

What a five-person startup and a wiped production database teach every small business about coding agents.

2026-07-06 · Frans Vermaak, CEO and AI & Data Architect

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Someone Has to Sign Off

What changes when the adversary is using the same coding agent your engineers use, at machine speed, for espionage rather than a pull request.

2026-07-06 · Frans Vermaak, CEO and AI & Data Architect

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Why South African SMEs need an AI audit before an AI project

Most AI projects fail before they start. An audit tells you which ones would not have.

2026-07-04 · Frans Vermaak

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Model Banned. Who Controls Your AI?

The letter that switched off the world's best AI models had no court order behind it.

2026-07-02 · Tech Sight Intelligence

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Shield Up

Five governance pillars were not enough. June 2026 demanded a sixth.

2026-06-30 · Tech Sight Intelligence

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Google Lost Six Minds in a Fortnight

The people who built modern AI just left Google for its rivals.

2026-06-30 · Tech Sight Intelligence

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The $7.6 Trillion Bet

The industry needs twelvefold revenue growth to break even. History has one precedent for a gap this size.

2026-06-30 · Tech Sight Intelligence

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The Week AI Lost the Plot

Export controls, a trillion-dollar gap and six departed researchers. One week, one verdict.

2026-06-30 · Tech Sight Intelligence

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Fortifying Your AI: What the Hallucination Bill Actually Costs

The race to deploy AI is on. The race to govern it has barely started. Here is what that gap costs, and what closing it looks like.

2026-04-24 · Frans Vermaak, CEO and AI & Data Architect

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Unlocking Agentic Scale: Why Your Bots Just Got Promoted

RPA built the rails, but agentic AI drives the train. Why reliability and intelligence need each other, not a replacement.

2026-04-13 · Frans Vermaak, CEO and AI & Data Architect

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Why AI Projects Die Before Production

A 90-day methodology for taking one AI use case from diagnosis to a production-ready, governed deployment.

2026-03-10 · Frans Vermaak, CEO and AI & Data Architect