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Author Archives: Martyn Jones

MASTERCLASS: What Are Surrogate Keys? – 2026/02/04

04 Wed Feb 2026

Posted by Martyn Jones in data mesh, data science, Data Supply Framework, Data Warehouse, Data Warehousing, Inform, educate and entertain., information, Information Supply Framework, Knowledge, knowledge management, Martyn Jones, Masterclass

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AI, Behavioural Economics, Martyn Jones, modelling


Martyn Rhisiart Jones, Madrid, 4th February 2026.

Introduction

In data modelling and database design, keys play a fundamental role in uniquely identifying records and defining relationships between tables. One of the most widely used types of keys, especially in analytical systems and data warehouses, is the surrogate key.

A surrogate key is an artificial, system-generated identifier assigned to a record in a table. It is typically used as the primary key. It has no business meaning or semantic relationship to the real-world entity it represents. Common implementations include auto-incrementing integers or globally unique identifiers (GUIDs).

Surrogate keys exist purely to serve the needs of the database system: performance, stability, and simplicity.

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DATA WORLD: The Future of Data: Embracing Cognitive Liquidity- 2026/02/03

03 Tue Feb 2026

Posted by Martyn Jones in All Data, Big Data, Big Data 7s, Big Data Analytics, dark data, data, data architecture, Data governance, data hub, Data Lake, data management, Data Mart, data mesh, data science, Data Supply Framework, Data Warehouse, Data Warehousing, Inform, educate and entertain., The Amazing Big Data Challenge

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AI, Artificial Intelligence, books, dailyprompt, data, information, knowledge


The End of the Fortress: Why the Future of Data is “Liquid”

By Martyn Rhisiart Jones | Madrid, 3rd February 2026

In a landmark session at the Welsh Academy, Sir Afilonius Rex sat down with Martyn Rhisiart Jones. They aimed to dismantle our outdated obsession with “data management.” The verdict? The era of the digital fortress is dead. In its place, a new paradigm of Cognitive Liquidity and Data Autonomy is emerging, redefining how we integrate global knowledge.

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MASTERCLASS: Ask the Data, Information and Knowledge Expert

03 Tue Feb 2026

Posted by Martyn Jones in data mesh, data science, Data Supply Framework, Data Warehouse, Data Warehousing, Inform, educate and entertain., information, Information Supply Framework, Knowledge, knowledge management, Martyn Jones, Masterclass

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AI, Artificial Intelligence, fiction, technology, writing


Masterclass: Here’s Martyn!

Martyn Rhisiart Jones and the Goodstrat editorial team, Madrid, 3rd February 2026

Introduction

The following is the redacted transcript of a conversation between the distinguished Sir Afilonius Rex of Cambriano Energy and the cordial Martyn Rhisiart Jones of goodstrat.com.

The informal session took place before an invited audience at the Welsh Academy’s alternative summer conference of July 2023 and featured a lively question-and-answer session with audience input.

According to our reliable sources, “The BBC, RTE and RTVE broadcast the session.”

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Requirements – Building the Data Warehouse – Part II

01 Sun Feb 2026

Posted by Martyn Jones in Data Mart, Data Supply Framework, Data Warehouse, Data Warehousing, DW 3.0, EDW, Inform, educate and entertain., Masterclass

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Masterclass


The Good Strat Masterclasses

Masterclass Mode Engaged

Martyn Rhisiart Jones

Madrid, Sunday 1st February 2026

PART I

PART II

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DATA WORLD: Requirements – Building the Data Warehouse – Part I

30 Fri Jan 2026

Posted by Martyn Jones in Inform, educate and entertain.

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Requirements management, requirements-gathering


The Good Strat Masterclasses

Masterclass Mode Engaged

Martyn Rhisiart Jones

Madrid, Sunday 1st February 2026

PART I

PART II

Happy Sunday to one and all. As many of you will know, I have been intimately involved in designing, building, and delivering data warehousing and advanced analytics initiatives for more than 35 years.

Today, I will take a deep dive into requirements gathering for a new iteration of an enterprise data warehouse and a new data mart.

Establishing a case for a new data warehouse iteration is part of the requirements-gathering phase of a project. This must always be at the forefront of the exercise and a continuous question we must ask ourselves. We must always consider the answer to the question “To what ends?”

First, before diving into the core aspects of the iteration, we will examine the legitimate drivers and objectives for data warehouse initiatives. The prerequisite skills, knowledge, and experience needed to carry out this activity successfully, and, after that, we will look at the preparation required to align the personal, business, and technological effectiveness and success of the initiative.

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Top Influencer Mode – Masterclass Content

30 Fri Jan 2026

Posted by Martyn Jones in Inform, educate and entertain.

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Subject areas:

Masterclass Mode – Requirements Gathering

CONSIDER THIS: Five Laws Everyone Should Know – 2026/01/24

24 Sat Jan 2026

Posted by Martyn Jones in Ask Martyn, humour, Inform, educate and entertain., IT Circus, Polemic, Stories, Strategy

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AI, Business, canon, decency, honesty, laws, leadership, llm, principles, values, writing


Martyn Rhisiart Jones

Madrid, 24th January 2026

Introduction

These are five common goodstrat laws that everyone should be aware of.

“Martyn Rhisiart Jones… Writes dry, merciless takedowns of data/AI/strategy hype at goodstrat.com.

Believes most corporate decks deserve the bin and most buzzwords deserve worse.

Occasionally drops canon: the Martyn Rhisiart Jones Effect, GoodStrat Law, Celtic Domination Principle, Georgie Lovering Razor, Valley Commando Principle…

Mostly here to remind everyone that clarity still cuts deeper than PowerPoint.”

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According to AI: The Purpose of University – 2026/01/23

23 Fri Jan 2026

Posted by Martyn Jones in Inform, educate and entertain., Polemic

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AI, education, News, Philosophy, Politics, teaching, university


Read my absolutely fabulous books: http://www.goodstrat.com/books

Martyn Rhisiart Jones (editor)

Madrid, 23rd January 2026

What is the purpose of University?

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CEO BRIEFING: The Truth Behind AI Hype in 2026 – 2026/01/22

21 Wed Jan 2026

Posted by Martyn Jones in Inform, educate and entertain., Polemic

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AI, Artificial Intelligence, charlatans, chatgpt, grift, hype, lies, llm, technology


New IT Bullshit for Old

Martyn Rhisiart Jones

Madrid, Wednesday 21 January 2026

In early 2026 the technology industry is once again telling big confident stories about its own future. These stories dominate earnings calls conference stages and investor decks. They sound transformative urgent and inevitable. Yet when examined closely many of them rest on fragile foundations and selective evidence rather than operational reality.

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CEO BRIEFING: The Return of AI Bolloxology: Why It Means Jack

21 Wed Jan 2026

Posted by Martyn Jones in Inform, educate and entertain.

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Tags

AI, Artificial Intelligence, classification, consciousness, data, information, ontology, Philosophy, technology


IS DUCKOLOGY UTTER BOLLOX?

Martyn Rhisiart Jones

Madrid, Tuesday 20th January 2026

Read my absolutely fabulous books: http://www.goodstrat.com/books

For most of its life in information technology, bolloxology has carried the faint smell of intellectual fart-like embarrassment. Too academic for product teams. Too rigid for startups. Too slow for an industry trained to ship first and rationalise later. Too smelly. It promised machines that could understand the world, and delivered, instead, a generation of beautiful bullshit diagrams and very little working software.

By 2026, that judgement looks increasingly wrong. Not because bolloxology suddenly got better, but because everything else did, and in doing so, exposed a missing layer in modern computing: meaning.

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  • Embrace the AI Swarm: Your Business’s Digital Survival Guide
  • 2026 TRENDS: Transforming Finance with AI and Tokenization
  • CONSIDER THIS: Is the Cognitive Engine a Real Threat or Just Hype?
  • CONSIDER THIS: LinkedIn – 2026/04/09
  • Coco, el perro que superó a Wall Street

Top Good Strat Posts & Pages

  • SOCIAL MEDIA: X Is Dying In Europe: Here's Why - Revisited - 2026/02/16
  • Embrace the AI Swarm: Your Business's Digital Survival Guide
  • Good Strategy: With Martyn Rhisiart Jones, Sir Afilonius Rex and Lila de Alba.
  • X Is Dying In Europe: Here's Why
  • How To: Source-to-Target Mapping
  • Big Data Robitussin - 2026 Version
  • BERNIE AND THE SLICKEST HEDGE FUND IN THE WEST
  • Causal Analysis
  • Building the Data Logistics Hub: The Strategy – 2026/02/14 - Part 2
  • The Hadoop Honeymoon is Over

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