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Tag Archives: AI

DATA WORLD: The Risks of Using Databricks for Data Warehousing

09 Monday Feb 2026

Posted by Martyn Jones in Inform, educate and entertain.

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Tags

AI, Artificial Intelligence, azure, cloud, databricks, scam, technology

Get that Databricks Out of My Face!

Martyn Rhisiart Jones

Madrid, Monday 9th February 2026

You need not loathe Databricks outright. It is perfectly defensible if you do. This is particularly true when your principal objective is classical data warehousing. This includes structured BI reporting, dependable SQL analytics, and a governed single source of truth for business metrics. It also entails semantic clarity and predictable costs for read-heavy workloads.

There are solid, well-trodden reasons for that caveat. Many experienced data warehousing practitioners see Databricks as an awkward or even risky primary platform for traditional warehousing. This view is shared by some of the field’s foundational figures. The concern is not ideological. It is architectural. When used as a warehouse, Databricks often reproduces exactly the pathologies criticised in enterprise data programs. These include unnecessary complexity, misdirected effort, and the perennial executive question, “Which number should I trust?”

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DATA WORLD: Big Data With Bigger Smiles – The Chef’s Choice – 2026/01/28

08 Sunday Feb 2026

Posted by Martyn Jones in Big Data, Big Data Analytics, Business Intelligence, Cambriano, Data Supply Framework, Martyn Jones, Martyn Richard Jones, Methodology, Process, SMILES, Strategy, Uncategorized

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AI, Artificial Intelligence, Big Data, big-smiles, Business, data, Marketing, technology

Martyn Rhisiart Jones, Madrid 28th January 2026

I would like to introduce you to a pragmatic approach to Big Data and Big Data Analytics. It is real-world focused and business-centric. This is the best approach to Big Data you are ever likely to find. Yet, I am still significantly understating the magnificent utility. It is also timely and has all the pertinent facets of the approach.

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CEO BRIEFING: Agile at Scale is Bullshit by Design – Remastered and Revisited – 2026/01/27

07 Saturday Feb 2026

Posted by Martyn Jones in agile, agile@scale, All Data, Architecture, Assets, awareness, behaviour, business strategy, Creativity, Dogma, IT strategy, Strategy, structured intellectual capital, Value

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agile, AI, Artificial Intelligence, bullshit, Business, safe, scrum, technology

Martyn Rhisiart Jones

Bruxelles, 28th May 2019

To begin at the beginning

To paraphrase the great Bob Hoffman. Just when you feared that Agile evangelists might produce even more nonsense, they surprise you. What do they do? Exceed expectations.

And how did they do that? Ladies and gentlemen, let me introduce you to Agile at Scale. It comes with all the miscellaneous, spiced-up, and vainglorious crap-on-the-side that accompanies it.

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CEO BRIEFING: What Every CEO Needs to Know About Big Data – Revisited – 2026/01/26

07 Saturday Feb 2026

Posted by Martyn Jones in All Data, Big Data, Big Data 7s, Big Data Analytics, business, Business Intelligence, business strategy, dark data, data architecture, Data governance, Data Lake, data management, data science, Data Supply Framework, Data Warehouse, Data Warehousing, Inform, educate and entertain., pig data, The Amazing Big Data Challenge, The Big Data Contrarians

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AI, Artificial Intelligence, Big Data, bullshit, Business, c-suite, CEO, chatgpt, technology

Martyn Richard Jones

New York City, 18th January 2017

OLYMPUS DIGITAL CAMERA
Blue sky for professional data architecture and management

Scope

I’ll make this short, sweetish and to the point.

These are the arguments that CEOs need to know about Big Data.

It was written for CEOs and those who provide independent advice to CEOs.

If you are someone who wants to be prepared for CEOs who are armed with the realities of Big Data, then maybe this is for you too.

Point One: Big Data is bullshit

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DATA WORLD: Understanding the Data Warehouse Dilemma – 2026/02/07

06 Friday Feb 2026

Posted by Martyn Jones in Inform, educate and entertain.

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AI, Artificial Intelligence, Business, chatgpt, technology

Martyn Rhisiart Jones

Madrid, Saturday 7th February 2026

Books from Martyn Rhisiart Jones https://www.amazon.es/stores/author/B086K5B97Y

What to say?

I was reading an article. It was written by Jeff Wilts and recommended by Bill Inmon. I got to this statement: “Teradata is a full-featured enterprise data warehouse.”  For me, it went further downhill from there.

But this was the coup de grace: “Databricks is a unified data platform that can behave like a data warehouse.” 

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DATA WORLD: Big data’s unvirtuous circus and twelve v-words – Refresh – 2026/02/05

04 Wednesday Feb 2026

Posted by Martyn Jones in agile, Big Data, Big Data 7s, Big Data Analytics, Inform, educate and entertain., The Amazing Big Data Challenge, The Big Data Contrarians

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AI, Artificial Intelligence, Big Data, characteristics, science, technology, v, writing

Martyn Rhisiart Jones

Bonn, Germany, 2014

Many people come up to me in the street and ask me what big-data is all about. I have experienced this numerous times before. I am sure it might just happen to you as well. I know sort of thing, I read the big-data tea leaves. Nothing gets past me.

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

04 Wednesday 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 Tuesday 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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Tags

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

24 Saturday 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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