KhahanAInsights

Thinking Loud

Studies that show their working.

Each one labels every claim by how well it is supported, lists every load bearing figure with its source, and tests every gap it identifies against companies already occupying it. Including the times that check proves the study wrong.

In the series

Two published. One in preparation. Each takes a domain and asks the same two questions: what is actually proven, and what is genuinely missing. Each is maintained rather than published once, and carries a visible revision record.

MobilityPublished

Thinking Loud in Mobility

Emerging technology, missing value and the geography of movement, across passenger and freight in all modes. Nine operating conditions recur across sixteen regions that share no border, climate policy or supply chain, which is why products built against conditions outsell products built against countries.

Living study · First issued 12 September 2026, revision 1.0 · Freely accessible, no registration

Business systemsPublished

Thinking Loud in Business Systems

Misfit between an organisation and its software is not a defect to be fixed. It is a property of buying a process that was designed for somebody else. Ten operating conditions across sixteen organisation profiles, five positions between configuring and building, and a failure account that lists the end of the spectrum this firm sells first. Written with a declared interest, stated in the opening.

Living study · First issued 15 September 2026, revision 1.0 · Freely accessible, no registration

Management and leadershipIn preparation

Thinking Loud in Management

The most crowded advice category in professional life, and one of the least evidenced. Claims about how to run a business repeat until repetition alone makes them sound like findings. This study applies the labels to the ones that circulate most widely and reports how many survive the test.

Next in the series

The method is the series

The subject changes each time. The apparatus does not. Every claim carries one of three labels, and a reader can filter any study down to the documented ones and watch how much survives.

Alongside them sits a figure register naming the source, tier and date of every load bearing number, including the ones treated as weak and the ones rejected outright.

Each study explains this apparatus where it is used, so a reader meets the labels in context rather than having to read a method note first.

What the series commits to

A series is a promise, and here the promise is the method rather than the topic.

Four things, every time

Every claim is labelled, so a reader always knows whether they are reading evidence or judgement. Every load bearing figure is traceable to a named source with a date. Every gap is tested against companies already occupying it, and the result is published whichever way it falls. And where a figure or a claim is later found to be wrong, the correction appears in the study rather than quietly disappearing.

In the mobility study, nine of ten apparent gaps turn out to be occupied. In the business systems study, the failure account for the approach this firm sells is set out first and at the same length as the alternatives. Reporting either is the point. A study that never finds a claim overturned, or never names a weakness in its author’s own position, has not been checked.

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Take this further

A study describes a market. Applying it to a specific fleet, corridor, depot or entry plan is a different piece of work, and that is what we do: market entry across the Middle East and Africa, operations and maintenance strategy, and the regulatory scoping that usually sits on the critical path.

Corrections are equally welcome. This study records what it is unsure about and publishes its revisions in the open, so evidence that changes a conclusion improves the next issue rather than embarrassing this one.