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GOOD STRATEGY

~ DATA WITH DIRECTION

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Tag Archives: Data Quality

Blame the Data!

27 Sunday Sep 2026

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

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data architecture, data governance, Data Quality, Enterprise Data, IT Project Failure

If in Doubt, Blame ‘Data Quality’

Author: Martyn Rhisiart Jones – Date published: 27th September 2026

Web site: martyn.es – Facebook: Good Strat – LinkedIn Group: The Big Data Contrarians

It doesn’t matter what you’re trying to build, what grand architectural strategy you’ve pitched to the board, or whether you even know what you’re doing in the first place. When a project implodes, there is one universal, infallible get-out-of-jail-free card: blame the quality of the data.

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EXPLAIN THIS: The Great Digital Lobotomy

08 Friday May 2026

Posted by Martyn Rhisiart Jones in All Data, code of conduct, Consultation, data science, Dogma, European Union, Excellence, Inform, educate and entertain., poem, poems, Poetry, Politics, Public Integrity Record, Strategy, The Big Data Contrarians, The hidden wealth of nations, United Kingdom

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agentic-ai, AI Adoption, AI Governance, AI Security, Artificial Intelligence, Data Quality, Digital Transformation, Tech Satire

The Great Digital Lobotomy: Why Your Sentient Spreadsheet Still Can’t Make a Decent Cup of Tea

By Barnaby Blather (Chief Visionary Officer at The Institute for Stating the Bleeding Obvious)

Conference room with large glass table, black leather chairs, notebooks, and water glasses overlooking city skyscrapers
A sleek, modern conference room set up for a business meeting with panoramic city skyline views.

In the ever-churning septic tank of Silicon Valley buzzwords, “Agentic AI” is the latest floating turd we’re all being asked to admire. Our resident “thought leader,” the perpetually breathless Barnaby Blather, has emerged from his mahogany-lined echo chamber to grace us with his latest revelation: “The Biggest Barriers Blocking Agentic AI Adoption.”

It’s a masterclass in the kind of vapid, corporate-flavored “insight” that makes one long for the sweet release of a total solar flare. Here is a translation for those of us who haven’t yet replaced our frontal lobes with ChatGPT plugins.

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THE SUNDAY RANT – The Great Data Grift, LockedIn Lunatics and the Death of Sense – Summary

24 Tuesday Feb 2026

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

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Big Data, business intelligence, data governance, data management, Data Quality, LinkedIn Culture, power-bi, Tech Satire

The Good Strat Board

Tuesday 24th February 2026

Right, so imagine this: it’s a Sunday in 2026, and somewhere in the digital equivalent of a greasy spoon café with flickering neon and a faint smell of burnt metadata, a group of data professionals has gathered round a table that’s less “round table discussion” and more “round table of the apocalypse”. They’ve had three coffees each, none of them decaf, and they’re absolutely livid about LinkedIn. Not the platform itself, you understand – though God knows it deserves it – but the absolute carnival of self-congratulatory lunacy that passes for “thought leadership” in the data world.

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THE SUNDAY RANT – The Great Data Grift, LockedIn Loons and the Death of Sense – 2026/02/22

22 Sunday Feb 2026

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

≈ 1 Comment

Tags

Big Data, business intelligence, data governance, data management, Data Quality, LinkedIn Culture, power-bi, Tech Satire

THE SUNDAYS RANTS – The Great Data Grift, LockedIn Lunatics and the Death of Sense – 20260222

THE EXECUTIVE OVERVIEW

In this no-holds-barred Sunday roast, our battle-weary host and a panel of sharp-tongued data veterans, Smart Alex, George Melly, Yours Stewly, Mark Marx, and the indomitable Sir Afi, lay waste to the performative circus of LockedIn thought leadership. From endless 14-slide carousels promising “self-healing dashboards” and “100% trust” via GenAI, to £997 masterclasses in buzzword alchemy, over-caffeinated gurus flooding feeds with five daily posts about AI-powered stewardship, governance zombies, and rainbow-vomiting BI masterpieces, these self-appointed prophets are dissected with ruthless wit and medieval flair. Expect rants on hallucinating AI stewards, rancid data lakes masquerading as oil, cultural transformation workshops that change nothing but bank balances, and a clarion call to mute the emoji hordes, demand real DAX proofs, and reclaim feeds for quiet virtue over vapourware. A cathartic, coffee-fuelled takedown of the grift keeping data professionals scrolling in despair, because sometimes the only way to restore sense is to rant it back into existence.

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Saint Valentine’s Day – Romancing the Data – 2026/02/14

13 Friday Feb 2026

Posted by Martyn Rhisiart Jones in Inform, educate and entertain., Love

≈ 1 Comment

Tags

data analytics, Data Quality, data science, Data Visualization, data-engineering, Exploratory Data Analysis, Valentine's Day, Welsh Culture

To Begin at the Beginning

Martyn Rhisiart Jones

Oza-Cesuras, Saturday 14th February 2026

Ah, cariad, let us speak now in the shadowed cadence of the valleys. The voice rolls like the Tawe after rain. It is rich and resonant, a little rough at the edges yet velvet beneath. Burton might have murmured it after one too many whiskies. Or Hopkins in that quiet, measured thunder waits. Patient as stone, it strikes. And through it all, the ghost of Dylan himself weaves words like nets of starlight over Talacharn’s black waters. Gwynfor’s steady, unyielding fire burns low and true for the land. It is more than soil and more than song. It is memory made flesh.

If Data and Information were our Valentine’s sweetheart, she would be fierce and elusive. She would not be some simpering rose but a wild thing of the Welsh hills. She would be ancient and newborn, speaking in cynghanedd of numbers and patterns. Her breath would be the soft hiss of wind through bracken.

We would woo her thus, yn Gymraeg ac yn Saesneg entwined, with the lilt that carries the green pulse of Cymru beneath every syllable:

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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

Artificial Intelligence, data architecture, data governance, data integration, Data Quality, Data Silos, data-logistics-hub, data-sharing, data-strategy

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.

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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

Artificial Intelligence, data architecture, data governance, data integration, Data Quality, Data Silos, data-logistics-hub, data-sharing, data-strategy

  1. Home
  2. Data Quality

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.

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DATA WORLD: Fixing the Data Warehouse – 2026/02/10

10 Tuesday Feb 2026

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

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business intelligence, Data Catalog, data governance, data management, Data Modeling, Data Quality, Data Warehouse, data-strategy, Enterprise Data Warehouse

Martyn Rhisiart Jones

Zamora, Tuesday 10th February 2026

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.

It was very disheartening and deceptive. I decided to write an article about my thoughts on it. (Understanding the Data Warehouse Dilemma – 2026/02/07, https://goodstrat.com/2026/02/06/understanding-the-data-warehouse-dilemma-2026-02-07/).

As a result, many people approached me. They asked directly and indirectly if I would suggest ways and means to overcome or avoid those dilemmas.

This is the result.

Enjoy! But even better, let me know what you think.

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

06 Friday Feb 2026

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

≈ 1 Comment

Tags

business intelligence, data architecture, data governance, Data Modeling, Data Quality, Data Warehouse, data-strategy, Enterprise Data Warehouse

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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Understanding Medallion Architecture: The Myth of Layers

20 Saturday Dec 2025

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

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data architecture, Data Contracts, data governance, Data Quality, data-engineering, data-lakehouse, Delta Lake, medallion-architecture, Tech Satire

Top Last 100 Articles Here <— Click

Martyn Rhisiart Jones

Aranjuez, 20th December 2023

The Medallion Architecture, or: How We Learned to Stop Thinking and Love the Bronze Table

Somewhere, right now, as you read this, a data engineer is renaming a table. Again. They’re calling it Bronze, because that’s what the priests say it must be called. Bronze. Not “raw”, not “stuff we barely understand”, not “this arrived at 3AM and no one knows why”. Bronze. They do it solemnly, reverently, like a monk copying out the Book of Leviticus but with YAML. And when they are done, they will feel a sense of calm, because order has been restored to the universe. Temporarily.

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