The Thinking

I read what the world is actually doing — and act on what I read.

Not forecasts, not opinion borrowed from the feed. This is that reading, in the open: the world examined along every dimension that decides an institution’s next decade — and a place to bring the question it raises for yours.

The argument I am making now
The many treat AI as a deployment problem. The few treat it as a business architecture problem. That distinction — not the technology — is why a handful of institutions are getting unmistakable value while most are not.

The evidence sits on both sides at once. MIT finds 95% of enterprise AI initiatives produce no measurable impact on the P&L; RAND puts project failure near 80%. Yet in the same window, DBS attributes over S$1bn of value to AI, and JPMorgan discloses material uplifts with its method shown. Same technology, opposite results.

The difference is what the few asked first. Not which tools do we deploy, but given what intelligence now costs, what should this business become — and then they rebuilt to receive the answer. It is a question of business architecture, not of technology — which is exactly why it is available to anyone willing to ask it.

The full argument — five institutions, in their own numbers
The computed record
Underneath every claim on this site sits the Ledger — a growing body of readings computed from primary sources. This is its universe:
The industries
what is being repriced
The Ledger
The open, computed record of the reset
Primary sources · method shown · growing
The doctrines
the old rules that no longer hold
The method
how every reading is made
Computed from primary sources — filings, index files, regulatorsThe working shown; the honest caveat keptCorrections logged, never overwritten
Explore the reset world through numbers — every reading, its working shown
Where the thinking is worked out in full
A reading tells you what moved. The writing is where it is thought through — what it means, and what it asks of the people who must answer it.
The Practitioner Thinker Letter · Issue 2 · the latest

Before the Journey: How a Board Decides on AI

The hardest call on the desk, reasoned through.

Should the organisation pursue the AI journey at all, or wait? Seven dimensions of one decision — technology, investment, ambition, risk and liability, ownership, people, readiness — with the evidence on both sides, and a board-level readiness scan built to generate the conversations where the real answers live.

Read the letter ~25 min read
The Letter series and every piece
None of this is held back behind a wall. Everything that can be written, I publish.

What can’t be written is the judgement of using it inside your own institution — in your room, against your numbers, with your people. That is not a document. That is the conversation.

An invitation

If any of this meets a question you are carrying, I would welcome the conversation.

No intake process, no gatekeeper. A note reaches me directly, and I reply myself — usually within a day or two.

This comes straight to my inbox. I read every note personally and reply myself — not a team, not an auto-responder.

Message received

Thank you — your note has reached me.

It comes straight to my inbox, and I reply personally — usually within a day or two.

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