Shahid Shah Contrarian Brief
The comfortable assumptions costing teams money, and what to do once you stop believing them.
AI is not primarily a productivity technology. Your architecture matters less than it used to. Healthcare does not really have an interoperability problem. Digital transformation was the wrong goal. Each piece takes a belief that has gone unexamined, shows what changed underneath it, and ends with the decision you should make differently. Short, argued, and useful even if you disagree.
An argument against an assumption that has become too comfortable.
What you will learn
18 pieces published
Start here
Alpha, in investing, is the return you cannot explain by the market. Native Alpha is the operating version: the unusual advantage already sitting inside your company, your customers, your data, and your relationships, and the discipline of letting it decide what you build, buy, fund, sell, protect, and stop.
Read the series · 7 pieces →August 30, 2026
Alpha, in investing, is the return you cannot explain by the market. Native Alpha is the business version: the unusual advantage already sitting inside your company, your customers, your data, and your relationships, and the discipline of letting it decide what you build, buy, fund, sell, and stop.
August 29, 2026
Alpha in finance is the return you cannot explain by the market. Here is what that actually means, why investors bother separating skill from luck, and which parts of the idea carry over to running a company and which do not.
August 28, 2026
AI made building things dramatically cheaper, which quietly destroyed a lot of differentiation that was never real. How to tell commodity execution from differentiated execution, and where to spend the judgment you have left.
August 27, 2026
Enthusiasm inside a company proves nothing. The strength of evidence for an advantage is measured by what somebody outside gave up to act on it, from a compliment at the bottom to a renewal at the top.
August 26, 2026
The same product can be ordinary for one buyer and transformative for another. Product-asymmetry fit and the Ideal Alpha Profile explain why the customer with the biggest problem is often the wrong customer.
August 25, 2026
Advantage is contextual, it hides at surprisingly small scales, it needs protection in the place it actually lives, and it expires. How to find it, where to put the fence, and when to admit it is gone.
August 24, 2026
Reasoning from first principles means stripping a problem down to what you can verify and rebuilding from there. In executive hands it usually means ignoring people with experience. This is the real version, and how it fits with Native Alpha.
July 9, 2025
It may sound legacy, but email and document-based workflows are the most effective user interface for launching real-world AI solutions. Here's why AI should start where customers already are.
September 26, 2023
While a system may meet all the necessary regulations and standards, it can still be vulnerable to threats and attacks because of human attestation.
September 23, 2023
Staff retention refers to the ability of a company to retain its employees over a period of time. It is a crucial aspect of any organization, especially in the technology sector where skilled professionals are in high demand.…
June 1, 2022
I challenge the conventional wisdom on cybersecurity, focusing on the problem of 'compliant insecurity'.
August 14, 2006
We’ve all seen it: we spend weeks or months in the “sales and demo cycle” for our applications. If we’re lucky we consider all workflows, if we’re even luckier we test drive the UI and make sure training goes smoothly, if…
January 6, 2006
There is a general misconception in the IT community that their database servers are somehow their most secure systems and that *because* they are secure their customers data and their own financial information is safe. Let me…
January 4, 2006
I saw an ad recently for the Real World AJAX One-day Seminar and the contents and discussions all sounce useful.
December 23, 2005
Bruce Eckel, author and Java pundit, writes about the departure of the hyper-enthusiasts. He says, “the Java hyper-enthusiasts have left the building, leaving a significant contingent of Java programmers behind, blinking in…
November 17, 2005
Over the past few months I’ve been playing with Ruby on Rails, and while it’s an innovative solution to small- and medium-scale web development problems, it’s not really the Java killer that everyone’s harping about. Don’t get…
April 29, 2004
Last week I had lunch with a non-technical manager customer of mine who is using our Netspective Enterprise Frameworks Suite for develoment of some heavy-duty mission-critical web applications. After choosing our NEFS, the…
January 20, 2004
I’ve noticed that the term software architect, a term I use quite often to describe myself, is in vogue these days. It’s interesting to hear that many developers who used to call themselves senior software engineers are doing…
Consolidating into
A Shahid Shah Fieldbook · forming
AI does not make technical judgment cheaper. It makes judgment the scarce input, and it moves the technology executive from best engineer in the room to the person who orchestrates machines, teams, and customers toward outcomes.
A Shahid Shah Fieldbook · forming
Assurance built on human attestation produces documents, not security. The organizations that survive scrutiny are the ones whose systems can prove their own state continuously, by machine, without anyone being asked to vouch for it.
