• Home
  • About
  • Strategy
    • Data Warehousing
    • Ask Martyn
  • Opinion
  • MARTYN
    • MARTYN’S MUSIC
    • Must-Read Books from Martyn
    • PODCASTS
    • MARTYN.ES

GOOD STRATEGY

~ DATA WITH DIRECTION

GOOD STRATEGY

Category Archives: Knowledge

Coco, el perro que superó a Wall Street

08 Wednesday Apr 2026

Posted by Martyn Rhisiart Jones in Big Data, Executive, Knowledge

≈ Leave a comment

Tags

Analytics, Behavioural Economics, Best principles, Big Data, Dogma, Economics, Financial, Goal Setting, Management, Marketing, Strategy

Martyn Rhisiart Jones

Madrid, miércoles 8 de abril 2026

Hola, soy Ricky Jonesy-Innit, jefe de Becci Boo Investments. La semana pasada nos despedimos de nuestro mejor operador de materias primas. Llevaba años trabajando con nosotros.

Continue reading →

Building the Data Logistics Hub: Pieces and Parts – 2026/02/15 – Part 3

14 Saturday Feb 2026

Posted by Martyn Rhisiart 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

≈ Leave a comment

Tags

agility, AI, Artificial Intelligence, Business, chatgpt, cloud, data architecture, Data governance, data hub, data management, Data Warehouse, data-logictics-hub, data-logistics-hub, data-marketing, data-on-demand, data-sharing, devops, digital-marketing, dlh, dw, protection, security, technology

OLYMPUS DIGITAL CAMERA

This is the brave new world of data!

Martyn Rhisiart Jones

Bandoxa, 15th February 2026

Building the Data Logistics Hub: Pieces and Parts – 2026/02/15 – Part 3

Guide

This episode provides a comprehensive framework for the third installment in the series on the Data Logistics Hub (DLH). Martyn Jones conceptualised it as a technology-agnostic, centralised platform. Its purpose is efficiently moving, governing, and distributing data across organisations. This part expands on Part 1 (Challenges and Opportunities) and Part 2 (The Strategy). It focuses on the tangible “pieces and parts” of the DLH architecture. It outlines mandatory and optional elements. The episode also explores potential technologies. It examines key processes such as data pulling or pushing, translation from source to target, mapping, and data catalogues.

Continue reading →

Building the Data Logistics Hub: The Strategy – 2026/02/14 – Part 2

14 Saturday Feb 2026

Posted by Martyn Rhisiart 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

≈ 1 Comment

Tags

agility, AI, Artificial Intelligence, Business, chatgpt, data architecture, Data governance, data hub, data management, Data Warehouse, data-logictics-hub, data-logistics-hub, data-marketing, data-on-demand, data-sharing, digital-marketing, dlh, dw, protection, security, technology

OLYMPUS DIGITAL CAMERA

This is the brave new world of data!

Martyn Rhisiart Jones

Bandoxa, 14th February 2026


Building the Data Logistics Hub: The Strategy – 2026/02/14 – Part 2Before I begin, remember this: “All data roads lead to the Data Logistics Hub.” They also lead from it. It is the Rome of the age of data, information, knowledge, and wisdom. Be prepared!

Okay, we will now examine the Data Logistics Hub in terms of strategy, execution plans, and roadmaps.

A high-level blueprint for a successful Data Logistics Hub outlines several requirements. These include principles, guiding objectives, an imagined “better world” and organisational alignment. Key trade-offs must also be considered, such as centralised versus federated and batch versus streaming, among others.

Continue reading →

Building the Data Logistics Hub: The Challenges and Opportunities – 2026/02/13 – Part 1

13 Friday Feb 2026

Posted by Martyn Rhisiart 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

≈ 1 Comment

Tags

agility, AI, Artificial Intelligence, Business, data hub, Data Warehouse, data-logictics-hub, data-logistics-hub, data-on-demand, data-sharing, digital-marketing, dlh, dw, protection, security, technology

OLYMPUS DIGITAL CAMERA

This is the brave new world of data!

Martyn Rhisiart Jones

Bandoxa, 13th February 2026

In this episode, we begin by honestly examining the pain points that make data logistics so difficult today. The challenges are siloed data and systems. There are also many data interchange point solutions. Quality is inconsistent, and there are security and compliance barriers. Additionally, data volumes are exploding. We then explore the transformative opportunities. These include faster time-to-insight and seamless collaboration across teams and organisations. The opportunities also feature monetisable data products and AI-ready flows.

Continue reading →

Building the Data Logistics Hub: Easy Introduction – 2026/02/12 – Part 0

12 Thursday Feb 2026

Posted by Martyn Rhisiart 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

≈ 1 Comment

Tags

agility, AI, Artificial Intelligence, Business, data hub, data-logictics-hub, data-on-demand, data-sharing, digital-marketing, dlh, protection, security, technology

  1. Home
  2. Knowledge

This Is Going To Be Absolutely Fabulous!

Martyn Rhisiart Jones

Bandoxa, 12th February 2026

Hold up there for a moment. Have I got something for you!

I may not be the father of Information Centres. I’m certainly not going to claim any of Bill Inmon’s achievements as my own. However, I have spent a professional lifetime wading in the data and information garlic. So, I do claim a rightful share of the credit.

And I am rightfully credited with founding the Data Logistics Hub design movement.

In an era where data is the lifeblood of organisations, it fuels decisions and powers AI. It enables innovation. It drives competitive advantage. The ability to move, integrate, share, and utilise that data efficiently has become a strategic imperative. Yet many enterprises still struggle with fragmented pipelines and siloed sources. They face compliance headaches and latency issues. There is also the sheer complexity of connecting data across clouds, on-premises systems, partners, and ecosystems.

Continue reading →

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

04 Wednesday Feb 2026

Posted by Martyn Rhisiart 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

≈ Leave a comment

Tags

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.

Continue reading →

MASTERCLASS: Ask the Data, Information and Knowledge Expert

03 Tuesday Feb 2026

Posted by Martyn Rhisiart 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

≈ Leave a comment

Tags

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.”

Continue reading →

STRAIGHT TALK: How to turn data into knowledge

02 Wednesday Aug 2017

Posted by Martyn Rhisiart Jones in All Data, Architecture, Big Data, Big Data Analytics, data architecture, Data governance, data management, Data Supply Framework, Data Warehouse, Data Warehousing, Good Strategy, Inform, educate and entertain., information, Information Management, Information Supply Framework, IT strategy, Knowledge, knowledge management, Marketing, Martyn Jones, Martyn Richard Jones, Sales, structured intellectual capital, wisdom

≈ 1 Comment

Martyn Jones

Zurich, Switzerland – 3rd August 2017

Image2If anyone can turn data into knowledge then that person is me.

Let me explain.

I am a data architecture and management professional. For more than three decades I have been acquiring knowledge and experience in the design and delivery of effective data and solutions architectures for a wide range of projects and in a wide range of (mainly large global or regional) enterprise clients.

Therefore I think I can reasonably presume to have built up quite a good personal body of knowledge when it comes to applied data architecture and management.

As well as being a professional in the management and architecture of data, I have also considerable knowledge and experience in the areas of information management, artificial intelligence and knowledge management (structured intellectual capital).

So, what about turning data or information into knowledge? Continue reading →

A data superhero is something to be

02 Wednesday Mar 2016

Posted by Martyn Rhisiart Jones in Consider this, Data Supply Framework, Data Warehouse, Data Warehousing, DW 3.0, EDW, Excellence, Good Strat, Good Strategy, Inform, educate and entertain., Information Management, Information Supply Frameowrk, Knowledge, Methodology, Professional Networking, The Big Data Contrarians

≈ Leave a comment

SuperHeroA data warehousing superhero is something to be

Not all that glitters is Big Data, and Big Data has a long way to go before it can deliver anything like the same satisfying results, tangible benefits and organisational agility that a properly implemented Inmon Enterprise Data Warehouse can provide.

Therefore, I have a question for you.

Continue reading →

Silly Season! Data Warehousing is Hadoop is Big Data? – Unplugged for 2026

12 Sunday Oct 2014

Posted by Martyn Rhisiart Jones in Architecture, Banking, Big Data, Business Intelligence, Data Warehouse, Dogma, Knowledge, Peeves

≈ Leave a comment

Tags

Ask Martyn, Banking, Behavioural Economics, Best principles, Big Data, Bill Inmon, business intelligence, data integration, Data Marts, Demagogism, Dogma, enterprise data warehousing, hadoop, Information and Technology, information management

Martyn Richard Jones

2026 Remaster

Let’s get this baby off the ground

This weekend I read a piece on the Information Management website by Steve Miller with the title of Big Data vs. the Data Warehouse. It’s an old piece, from March 2014.

It was in response to a piece by Bill Inmon titled “Big Data or Data Warehouse?” Turbocharge Your Porsche – Buy an Elephant, in which he singled out for criticism the ad campaign of a big-data and Hadoop promoter.

Continue reading →

The Awkward Squad – Big data informs

11 Saturday Oct 2014

Posted by Martyn Rhisiart Jones in Big Data, BS, Data Warehouse, disinformation, information, Knowledge, wisdom

≈ Leave a comment

Tags

Analytics, Big Data, business intelligence, cloud, Data Warehouse, virtualisation

Martyn Richard Jones

Remaster for 2026

I am a sceptic. Part of the awkward squad of troublemakers.

People who ask questions and who won’t stop asking.

People who won’t take bullshit for an answer.

People who are not preprogrammed to unquestioningly follow specific paths.

But to question everything.

Such as, “What the feck’s that all about then?” Continue reading →

STRAIGHT TALK: Main cause of IT project failure? – Big Data Informs… 2026 Revamp

09 Thursday Oct 2014

Posted by Martyn Rhisiart Jones in Business Intelligence, Executive, Extract, Knowledge, Offshoring, Outsourcing

≈ 4 Comments

Tags

Behavioural Economics, Best principles, Big Data, Business Enablement, business intelligence, Business Management, business strategy, Challenges, Creativity, Data Warehouse, Organisational Autism

We analysed all the big data and discovered that the biggest reason for IT project failure is people – Big Data Informs…

We had failed at Data Warehousing, Business Intelligence, Core Competence, and quite a few other things, so some bright spark decided to give Big Data a shot.

The first task was to identify the reasons for IT project failure globally.

Continue reading →

Mugged in Data Hell – Summary – На Бо́га наде́йся, а сам не плоша́й

07 Tuesday Oct 2014

Posted by Martyn Rhisiart Jones in Architecture, Business Intelligence, Data Warehouse, Dogma, Knowledge, Offshoring, Outsourcing, Peeves, Risk, Strategy

≈ 10 Comments

Tags

Behavioural Economics, Best principles, Business Enablement, business intelligence, Business Management, business strategy, Challenges, Data Warehouse, Demagogism, Dogma, Financial, IT Strategy, Offshoring, Organisational Autism, Outsourcing, Requirements management, Risk

Martyn Richard Jones

I wrote a piece titled “Mugged in Data Hell.”

INTRO

It told the story of a CIO who was hoodwinked, cajoled, bullied, bribed and patronised into doing the wrong things, continuously.

As my mate Bill said, “It packs big punches, and doesn’t hold back with the shit-kicking truth”.

Continue reading →

Big Data and the 7 Habits of a Highly Successful Catalan Sheepdog – Remastering for 2026

06 Monday Oct 2014

Posted by Martyn Rhisiart Jones in Big Data, Executive, Knowledge

≈ Leave a comment

Tags

Analytics, Behavioural Economics, Best principles, Big Data, Dogma, Economics, Financial, Goal Setting, Management, Marketing, Strategy

Martyn Richard Jones

Remaster 2026

Hi, I’m Ricky Jonesy-Innit, boss of Becci Boo Investments.

Last week, we said goodbye to our best commodity trader.

He’d been with us for years.

Continue reading →

Creativity – Three Stories – Remastered for 2026

05 Sunday Oct 2014

Posted by Martyn Rhisiart Jones in Dogma, Knowledge

≈ Leave a comment

Tags

Behavioural Economics, Best principles, Business, Business Enablement, Creativity, Dogma, Management, Strategy

Martyn Richard Jones

Remastered for 2026

Here are three stories that illustrate the connection between creativity and what we do in business. Jack’s Retail Story talks about the expansion of retail business; Jill’s Colour Book Story highlights a hugely pervasive tendency, even in these times; and Martyn’s Summer Story argues that there is a strategic time and place for some things.

Continue reading →

Aligning Data Warehousing with Corporate Vision – Remaster 2026

04 Saturday Oct 2014

Posted by Martyn Rhisiart Jones in Excellence, Knowledge, Process

≈ Leave a comment

Tags

Behavioural Economics, Best principles, Business Enablement, business intelligence, Business Management, business strategy, corporate assets, IT Strategy

Martyn Richard Jones

Remaster 2026 – Galicia, Spain

Data Warehousing and Business Intelligence professionals need to think about how their vision will align with and support the corporate vision. Still, they also need to consider how the Data Warehouse vision aligns with addressing the challenges to the vision of the organisation, as well as taking into account the challenges to the vision of the Data Warehousing team, and also, challenges with any conceptual and informational structuring of the corporate vision, forces/challenges and strategy.

Continue reading →

Myths of Strategy and Data Warehousing – Remaster 2026

04 Saturday Oct 2014

Posted by Martyn Rhisiart Jones in Knowledge

≈ Leave a comment

Tags

behaviour, Behavioural Economics, Best principles, business intelligence, business strategy, enterprise data warehousing

By Martyn Richard Jones

Some people claim that strategy is primarily about building advantage[1]. My view is that this is not strictly accurate. Strategy is about overcoming significant challenges and achieving significant objectives; it is not intrinsically about building advantage, as if business operated in a perfectly symmetrical universe where commercial life played itself out as some perfect tinsel town idea of what business should be and what success should look like.

Continue reading →

Mugged in Data Hell – Perils of embracing the Faustian Side of IT – Part 4 – Remaster 2026

04 Saturday Oct 2014

Posted by Martyn Rhisiart Jones in Architecture, Business Intelligence, Data Warehouse, Knowledge, Peeves

≈ 3 Comments

Tags

Behavioural Economics, Business Enablement, business intelligence, Business Management, business strategy, data integration, Demagogism, Dogma, enterprise data warehousing, Goal Setting, Information and Technology, information management, IT Strategy, MDM, Offshoring, Organisational Autism, Outsourcing, Strategy

By Martyn Richard Jones

Continued from Part 3, which can be found here -> Part 3


“The following week, the full high-powered delegation from The Taffia Connection and BogartSys flies in. It was as if an army had come to do battle with us. Uniformly slick, sullen and tacky. iPhone; laptop; knock-off Marks and Spark’s; check patterns; butt ugly ties; ‘plastique’ shoes; mismatching socks; ‘business’ rucksacks; all weather hoodies; and, worst of all, off-the-peg smirks just begging to be slapped”.

Continue reading →

Mugged in Data Hell – Perils of embracing the Faustian Side of IT – Part 2 – 2026

02 Thursday Oct 2014

Posted by Martyn Rhisiart Jones in Business Intelligence, Data Warehouse, Knowledge

≈ 3 Comments

Tags

Behavioural Economics, Best principles, business intelligence, Business Management, corporate assets, data integration, Demagogism, Dogma, information management, Offshoring, Outsourcing, Requirements management, Strategy, traditional assets

Written by Martyn Richard Jones

Continued from Part 1: Crème Continues…

Part 1 can be found here -> Part 1

“We had recently acquired a media news and entertainments business – Media Macaroni International, and we were planning on integrating their general ledger into the corporate IT landscape. One morning I received a call from the CIO of the newly acquired company, inviting me to their site for a meet and greet event.”

“So I moseyed on down to Tinsel Town and got a briefing from not only the CIO, but the full board of directors of Media Macaroni.”

“To cut a long story short, they basically put me on the spot. Either I integrated the entire Data Warehousing across the corporate in 9 months, or we would have serious problems of convergence. The message couldn’t have been clearer. Either I got my act together and made this acquisition work, or what looked like a humongous hot potato could be burning my mouth anytime soon.”

“I told the directors there and then that the mission was going to be incredibly difficult to fulfil. However, the mood changed.”

“Their CIO looks across the table and tells me that he can help me out of the hole. You see, we have employed a service company that does most of our IT work for us, and according to us at Media Macaroni they are the bee’s knees.”

“So ‘who are these guys’, I ask. Back comes the ominous response: The Taffia Connection”

“So, back home, I call all of my business managers together to discuss the next steps, and despite the misgivings of most of my department heads, and indeed my gut instincts, I become convinced that we should give The Taffia Connection a chance to tell us what they can do for us”.

“So, to cut a long story short, I bring in The Taffia, they give me a dog and pony show on what they can do for us… full data integration, enterprise application integration, enterprise data warehousing, business intelligence, MDM, CRM, Data Quality, Total Quality, IT Business Alignment up the wazoo, and I find the message so compelling that we initiate contractual discussions with The Taffia Connection”.

“As a result, and against all the best advice of my own best staff, I decide to outsource a large chunk of the integration, CRM, EAI, EDW and BI work to The Taffia Connection, work which I am assured will be carried out very cost-effectively by the offshore sister company Bogartsys (whose unofficial slogan at the time was ‘powered by gerbils, motivated by greed’) To be honest, I thought it was great; hell, my board thought it was great. You have to understand the mood of the times. It was all crazy. We were all crazy”.

“Then over the following two years I lost all my friends, my staff who once worshipped the ground I walked on, loathed me, my cat Lucky died of loneliness and depression, my family refused to talk to me, and every now and then a stray dog would pee on the alloy rims of my two year old beamer”.

Part 3 can be found here -> Part 3

Many thanks for reading.


File under: Good Strat, Good Strategy, Martyn Richard Jones, Martyn Jones, Cambriano Energy, Iniciativa Consulting, Iniciativa para Data Warehouse, Tiki Taka Pro

Mugged in Data Hell – Perils of embracing the Faustian Side of IT – Part 1 – Remaster 2026

02 Thursday Oct 2014

Posted by Martyn Rhisiart Jones in Business Intelligence, Data Warehouse, Knowledge, Polemic

≈ 3 Comments

Tags

Business, Business Management, Demagogism, Dogma, Information Technology, IT Strategy, MDM, Offshoring, Organisational Autism, Outsourcing, Requirements management

Martyn ‘Rhysiart’ Jones

Spain

It’s Friday morning in Canary Wharf, and I have been asked to facilitate a meeting of a chapel of IT Dogma Suckers and Digital Snake-oil Victims, the self-help recovery chain for people who have fallen victim to the pernicious and debilitating effects of IT dogma and professional rip-offs. Continue reading →

Baby Naming and Religious and Social Trends – Remaster 2026

01 Wednesday Oct 2014

Posted by Martyn Rhisiart Jones in Big Data, Knowledge

≈ Leave a comment

Tags

Behavioural Economics, BI, Business Enablement, Organisational Autism

As legal sources close to the Westminster Bar would have it, an alleged fan of Stewart Lee, a leading English social commentator, writer, director, musician and stand-up comedian, has called on the power of big data outcomes to highlight changing demographics and to place hot-topic issues of people and society in the public forum. Continue reading →

Never trust a guy called Johnny – Big Data Insider – Remaster 2026

30 Tuesday Sep 2014

Posted by Martyn Rhisiart Jones in Big Data, Knowledge

≈ Leave a comment

Tags

Behavioural Economics, Business, Business Management, business strategy, Organisational Autism, Strategy

Imagen19

You’ve heard the stories. Little Johnny did this, little Johnny did that, little Johnny did god knows what.

Continue reading →

Follow Good Strategy

Enter your email address to follow this strategy platform and receive free notifications of new content by email.

Top posts

  • STRAIGHT TALK: Agile at Scale is Bullshit by Design - The Guardian
  • The Comeback of Ontology in AI: Why It Matters - 2026/01/21
  • TECH HOUR: Snowflake's Cortex Code: The Agentic Reckoning
  • Building Insight: Revolutionising Corporate Estate Management - Book Review
  • The Role of Statisticians in the Age of Data Science
  • The Top 7 Vapourware Hallucinations For Next Year
  • Energy: Variable Renewables Cut Costs Long-Term
  • MASTERCLASS: What Are Surrogate Keys? - 2026/02/04
  • Why Old-School Logic is Key for AI Reliability
  • CEO BRIEFING: Agile at Scale is Bullshit by Design - Remastered and Revisited - 2026/01/27

Recent Comments

Unlocking Business V… on Building the Data Logistics Hu…
Unlocking Business V… on DATA WORLD: Understanding the…
Unlocking Business V… on Podcast Episode: DATA WORLD: T…
Unlocking Business V… on Building the Data Logistics Hu…
Unlocking Business V… on DATA WORLD: The Risks of Using…

Meta

  • Register
  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org

Recent articles

  • Censoring Mister Jones
  • The Top 7 Vapourware Hallucinations For Next Year
  • Tokenmaxxing for Jesus
  • La revuelta por la vivienda en España: el audaz enfrentamiento de Sánchez con la derecha
  • Spain’s Housing Revolt: Sánchez’s Daring Showdown With the Right
  • How Green Was My Data?
  • Why Smart Leaders Trust Both Data Analytics and Gut Instinct

Hours & Info

Spain
+34 692 376 698
martyn.jones@martyn.es
Lunch: 13:30pm - 14:30pm
Dinner: M-Th 20:00pm - 21:00pm, Fri-Sat:21:00pm - 22:00pm

The Stats

  • 131,197 hits

Meta

  • Register
  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org
Log in
  • Censoring Mister Jones

Create a website or blog at WordPress.com

Loading Comments...