PODCAST · technology
Agile Data N’ Info
by AgileData
Join the Agile Data N’ Info podcast where we discuss how data and analytics teams can apply agile, product and data patterns to change the way they work.
Episodes
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Data Modeling Democratisation with John Giles and Remco Broekmans
In this episode Shane Gibson sits down with data modeling veteran’s John Giles and Remco Broekmans The conversation explores the premise of democratising data modeling through AI, centered around a paper published by John regarding where AI can and cannot add real value. The group highlights the...
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Listen now | Recording of AURA - Chris Gambill & Shane Gibson on 9th October 2026
Raw and unedited Top 3 things: How to evaluate new tools: Chris described a three-part approach: check whether a tool solves a real pain point, whether it has a community, and what a time-boxed trial reveals. He used Databricks serverless micro apps as an example of something worth revisiting...
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Listen now | Recording of AURA - Tim Frazer & Shane Gibson on 7th October 2026
Raw and unedited Top 3 things: Evaluating new technology: Shane and Tim discussed starting with a real use case, making small bets, checking risk tolerance, and planning how to replace a tool if its vendor changes course. Classification with Jive/Jev: Tim described using Gemini to extract image...
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Listen now | Recording of AURA - Juha Korpela & Shane Gibson on 2nd October 2026
Raw and unedited Top 3 things: Conference takeaways: Helsinki Data Week was nearly sold out. Juha said Big Data London felt less crowded than two years ago, with context, AI trust and governance, and data products prominent in the discussions. The missing enterprise context layer: Catalogs…
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Listen now | Recording of AURA - Anna Bergevin & Shane Gibson 21st September 2026
Raw and unedited Top 3 things: Personal OS / “Watson OS” a privacy-conscious household management system that filters emails, checks shared calendars, routes responsibilities, and sends daily/weekly digests rather than becoming another task manager. Context layers and shared organisational memory...
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Listen Now | Recording of AURA - Chris Gambill & Shane Gibson on 11th September 2026
Raw and unedited Top 3 things: How to migrate legacy data platforms safely audit first, choose greenfield vs. lift-and-shift early, define the target architecture, and validate with a thin-slice POC rather than a big-bang migration. Using AI in migration work, with human oversight LLMs can help...
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Listen now | Recording of AURA - Tim Frazer & Shane Gibson on 2nd September 2026
Raw and unedited Top 3 things: Data platform architecture and orchestration whether agent meshes can replace traditional DAG-based orchestration, and when platform-native tools are sufficient. Choosing platforms vs. best-of-breed tools integration gaps, feature parity, and using explicit…
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Listen now | Recording of AURA - Juha Korpela & Shane Gibson on 28 August 2026
Raw and unedited https://agiledata.info/p/watch-now-recording-of-aura-juha-a97?utm_source=youtube Information Product Canvas Workshop “That’s not what I wanted.” “But that’s what you asked for.” Shane runs a one-day workshop on the Information Product Canvas, a repeatable way to gather data...
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Listen now | Recording of AURA - Anna Bergevin & Shane Gibson on 21st August 2026
Raw and unedited https://agiledata.info/p/watch-now-recording-of-aura-anna-ad5?utm_source=youtube Information Product Canvas Workshop “That’s not what I wanted.” “But that’s what you asked for.” Shane runs a one-day workshop on the Information Product Canvas, a repeatable way to gather data...
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Listen now | Recording of AURA - Chris Gambill & Shane Gibson on 14th August 2026
Raw and unedited https://agiledata.info/p/watch-now-recording-of-aura-chris-0ce?utm_source=youtube Listen to more podcasts on applying Agile Data patterns over at https://podcast.agiledata.io/ Read more on the Agile Data Way of Working over at https://AgileDataGuides.com/ If you just want to...
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Listen now | Recording of AURA - Tim Frazer & Shane Gibson on 5th August 2026
Raw and unedited Top 3 things: Architecture and tests matter more than code generation. AI can build quickly, but sustainable work depends on clear outcomes, strong test coverage, and system-level judgment. AI makes feature creep and context-switching easier. Both of you saw overbuilding…
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Listen now | Recording of AURA - Juha Korpela & Shane Gibson on 31st July 2026
Raw and unedited https://agiledata.info/p/watch-now-recording-of-aura-juha?utm_source=youtube Listen to more podcasts on applying Agile Data patterns over at https://podcast.agiledata.io/ Read more on the Agile Data Way of Working over at https://AgileDataGuides.com/ If you just want to talk...
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Listen now | Recording of AURA - Anna Bergevin & Shane Gibson on 13th July 2026
Raw and unedited :: https://agiledata.info/p/watch-now-recording-of-aura-anna Listen to more podcasts on applying Agile Data patterns over at https://podcast.agiledata.io/ Read more on the Agile Data Way of Working over at https://AgileDataGuides.com/ If you just want to talk about making...
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Listen now | Recording of AURA - Chris Gambill & Shane Gibson on 10th July 2026
Raw and unedited :: https://agiledata.info/p/watch-now-recording-of-aura-chris Listen to more podcasts on applying Agile Data patterns over at https://podcast.agiledata.io/ Read more on the Agile Data Way of Working over at https://AgileDataGuides.com/ If you just want to talk about making...
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Listen now | Recording of AURA - Tim Frazer & Shane Gibson on 1st July 2026
Raw and unedited :: https://agiledata.info/p/watch-now-recording-of-aura-tim-frazer Listen to more podcasts on applying Agile Data patterns over at https://podcast.agiledata.io/ Read more on the Agile Data Way of Working over at https://AgileDataGuides.com/ If you just want to talk about...
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The patterns of Focal Data Modeling and Identity Resolution with Patrik Lager - Episode #82
In this episode of the Agile Data Podcast, where host Shane Gibson sits down with Patrik Lager, a data integration expert with 25 years of experience and a lead developer of the Focal framework. In this episode, the conversation explores the intricate world of Focal data modeling and identity...
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Fact-based modelling patterns with Marco Wobben - Episode #81
Join Shane Gibson as he chats with Marco Wobben about the patterns within Fact-based modeling. You can get in touch with Marco via LinkedIn or over at Casetalk.com If you want want to read a summary generated with GenAI, head over to:...
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Redesigning traditional data systems to support Large Language Models and AI agents with Mayowa Oludoyi - Episode #80
Join Shane Gibson as he chats with Mayowa Oludoyi about redesigning traditional data systems to better support LLM and AI Agents You can get in touch with Mayowa via LinkedIn If you want want to read a summary generated with GenAI, head over to:...
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Building Data Services with AI with Jason Taylor - Episode #79
Join Shane Gibson as he chats with Jason Taylor a former quant researcher who turned towards the light (or dark) side of data, to explore the practicalities and pitfalls of building data services using AI You can get in touch with Jason via LinkedIn If you want want to read a summary generated…
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Can AI tools bring back data modeling with Andy Cutler - Episode #78
Join Shane Gibson as he chats with Andy Cutler about the art of data modeling and the potential of AI tools to improve the art. You can get in touch with Andy via LinkedIn or over at https://linktr.ee/andycutler If you want want to read a summary generated with GenAI, head over to:...
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The pattern of Metric Trees with Timo Dechau - Episode #77
Join Shane Gibson as he chats with Timo Dechau about the pattern of Metric Trees. You can get in touch with Timo via LinkedIn or over at https://timodechau.com If you want want to read a summary generated with GenAI, head over to:...
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Diagramming to Understanding Your Data Estate with Rob Long - Episode #76
Join Shane Gibson as he chats with Rob Long about patterns that you can use to document and understand your data estate. You can read the article we discuss in the podcast episode here: https://atlonglastanalytics.substack.com/p/data-producer-consumer-diagrams You can get in touch with Rob via...
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Data Match, AgileData Engineering Pattern #7 - Episode #75
Join Shane Gibson and Nigel Vining as they describe and discuss the AgileData Engineering Pattern for the Data Match. The Data Match pattern provides an automated, granular comparison capability to efficiently identify and report discrepancies between two datasets, moving from row counts to...
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Patterns to define the ROI of a data product with Nick Zervoudis - Episode #74
Join Shane Gibson as he chats with Nick Zervoudis about patterns that you can use to quickly and easily define the ROI of your data products, before you build them. You can get in touch with Nick via LinkedIn or over at https://blog.valuefromdata.ai If you want want to read a summary generated…
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Dimensional Data Modeling Patterns with Johnny Winter - Episode #73
Join Shane Gibson as he chats with Johnny Winter about the core patterns that make up Dimensional (Star Schema) Modeling. You can get in touch with Johnny via LinkedIn or over at https://greyskullanalytics.com/ If you want want to read a summary generated with GenAI, head over to:...
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Activity Event Tile, AgileData Engineering Pattern #6 - Episode #72
Join Shane Gibson and Nigel Vining as they describe and discuss the AgileData Engineering Pattern for the AgileData Activity Event Tile. The Activity Event Tile pattern tracks a sequence of events (e.g., subscription signups, subscription payments) for a core business concept by storing minimal...
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Data Engineering Patterns for the AgileData Event Tile, AgileData Engineering Pattern #5 - Episode #71
Join Shane Gibson and Nigel Vining as they describe and discuss the AgileData Engineering Pattern for the AgileData Event Tile. The Event Tile Data Modeling pattern captures business processes and transactions within AgileData's three-layered data architecture, modeling "who does what" at a...
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Automated Load Patterns based on Source Data Profiles, AgileData Engineering Pattern #4 - Episode #70
Join Shane Gibson and Nigel Vining as they describe and discuss the AgileData Engineering Pattern of Automated Load Patterns based on Source Data Profiles. The Automated Load Patterns based on Source Data Profiles pattern automatically profiles incoming data to determine its optimal loading…
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Trust Rules to validate your data, AgileData Engineering Pattern #3 - Episode #69
Join Shane Gibson and Nigel Vining as they describe and discuss the AgileData Engineering Pattern of Trust Rules to validate data. The Trust Rules pattern provides automated data validation to ensure all incoming data is fit for purpose and trustworthy. It bakes in essential checks such as unique...
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Union two or more tables together automatically, AgileData Engineering Pattern #2 - Episode #68
Join Shane Gibson and Nigel Vining as they describe and discuss the AgileData Engineering Pattern of Unioning two or more tables together automatically. The Automated Table Unioning pattern automatically combines two or more tables by intelligently looking up column names and data types to…
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Orchestrating Dynamic Data Flows, AgileData Engineering Pattern #1 - Episode #67
Join Shane Gibson and Nigel Vining as they describe and discuss the AgileData Engineering Pattern of Orchestrating Dynamic Data Flows. The Dynamic Data Flow Orchestration pattern dynamically generates and self-heals data flow manifests (DAGs) at runtime from a central context database, enabling...
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Data Engine Thinking Patterns with Roelant Vos - Episode #66
Join Shane Gibson as he chats with Roelant Vos about a number of Data Engine Thinking patterns and his new book Data Engine Thinking. You can get in touch with Roelant via LinkedIn or over at https://roelantvos.com/blog/ Or you can grab a copy of the Data Engine Thinking book on Amazon or at...
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Data Engineering Patterns with Chris Gambill - Episode #65
Join Shane Gibson as he chats with Chris Gambill about a number of Data Engineering patterns. You can get in touch with Chris via LinkedIn or view his YouTube channel https://www.youtube.com/@GambillDataEngineering If you want want to read a summary generated with GenAI, head over to:...
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The pattern of writing a data book with Shane Gibson and Ramona C Truta - Episode #64
Join Ramona C Truta as she interviews Shane Gibson about the patterns of writing a data book (and they discuss a whole lot of other data things) You can get in touch with Ramona via LinkedIn or read more on substack https://ramonatruta.substack.com/ Or buy a copy of Shanes book "an Agile Data…
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The Hook data modeling pattern with Andrew Foad - Episode #63
Join Shane Gibson as he chats with Andrew Foad on his data modeling pattern "Hook" You can get in touch with Andrew via LinkedIn or read more on substack https://hookcookbook.substack.com If you want to download the transcript for the podcast, head over to:...
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Increasing the perceived value of your data team with Aaron Wilkerson - Episode #62
Join Shane Gibson as he chats with Aaron Wilkerson on ways data teams can increase the perception of the value they add to their organisation. You can get in touch with Aaron via LinkedIn or read his newsletter on substack https://aaronwilkerson.substack.com If you want to read the transcript for...
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ELM Patterns Templates with Remco Broekmans - Episode #61
Join Shane Gibson as he chats with Remco Broekmans about the pattern templates that are part of the Ensemble Logical Modeling (ELM) patterns. You can find more about ELM and its templates over at: https://www.elmstandards.com/ Find Remco's book on Amazon:...
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Data Operating Models patterns with Dylan Anderson - Episode #60
Join Shane Gibson as he chats with Dylan Anderson about the patterns required to define a Data Operating Model. This conversation was based on this article written by Dylan: https://thedataecosystem.substack.com/p/issue-13-defining-the-data-operating And specifically this pattern diagram: You can...
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DataOps Patterns with Chris Bergh - Episode #59
Join Shane Gibson as he chats with Chris Bergh on improving your teams way of working by using DataOps patterns. You can get in touch with Chris via LinkedIn or over at https://datakitchen.io If you want to read the transcript for the podcast head over to:...
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Merging Data Vault and Medallion Architecture Patterns with Patrick Cuba - Episode #58
Join Shane Gibson as he chats with Patrick Cuba on combining the Data Vault data modeling pattern with the Medallion Architecture pattern. This discussion was based on the patterns described in this article: https://medium.com/the-modern-scientist/the-modern-data-vault-stack-75103102e3d2 You can...
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Agentic Mesh Ecosystem Patterns with Eric Broda - Episode #57
Join Shane Gibson as he chats with Eric Broda on the patterns required to create an ecosystem to support the use of Agents in enterprise organisations. You can get in touch with Eric via LinkedIn or you can read his thoughts on Agentic Mesh over at https://medium.com/@ericbroda If you want to…
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Reliability Engineering of AI Agents with Petr Pascenko - Episode #56
Join Shane Gibson as he chats with Petr Pascenko on the pattern of Reliability Engineering of AI Agents You can get in touch with Petr via LinkedIn or you can read his thoughts on Agentic Mesh over at https://evalmy.ai/ If you want to read the transcript for the podcast head over to:...
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An Experiment - Top Data Trends for 2025 with Coalesce and Google NotebookLM - Episode #55
Join two LLM generated guests as they discuss the Top Data Trends of 2025 Whitepaper published by Coalesce. This is a different episode. Instead of a human guest, we have two robot guests. I decided to try and experiment. My experiment was, can I upload a white paper to LLM, have it generate a...
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Data Contracts with Andrew Jones - Episode #54
Join Shane Gibson as he chats with Andrew Jones on the pattern of Data Contracts You can get in touch with Andrew via LinkedIn or at https://andrew-jones.com/ If you want to read the transcript for the podcast head over to:...
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AI Data Agents with Joe Reis - Episode #53
Join Shane Gibson as he chats with Joe Reis on how the potential adoption of GenAI and LLM's in the way Data teams work. You can get in touch with Joe via LinkedIn or at https://joereis.substack.com/ If you want to read the transcript for the podcast head over to:...
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Bridging Data and Product Management Practises and Patterns with Juha Korpela - Episode #52
Join Shane Gibson as he chats with Juha Korpela on how to adopt patterns and practises from Product Management and apply them to the data domain. You can get in touch with Juha via LinkedIn or at https://www.datakor.fi If you want to read the transcript for the podcast head over to:...
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Patterns for being a successful internal data consultancy with Dylan Jones - Episode #51
Join Shane Gibson as he chats with Dylan Jones on how to adopt patterns used by successful data consultancies and apply them in your organisation as an internal data team. You can get in touch with Dylan via LinkedIn or at https://mydatabrand.com/ If you want to read the transcript for the…
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Combining agile and data five years on with Blair Tempero - Episode #50
Join Shane Gibson as he chats with Blair Tempero on that last five years since they started the AgileData Podcast together. You can get in touch with Blair via LinkedIn If you want to read the transcript for the podcast head over to:...
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Knowledge Graphs with Juan Sequeda - Episode #49
In this episode of the Agile Data Podcast, host Shane Gibson sits down with Juan Sequeda, the principal scientist and head of the AI lab at data.world, and an expert in data integration and Semantic Web technologies. In this episode, the conversation explores the intricate world of knowledge…
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Data Storytelling with Kat Greenbrook - AgileData #48
In this episode of the Agile Data N’ Info Podcast, host Shane Gibson sits down with Kat Greenbrook, founder of Rogue Penguin, author of The Data Storyteller’s Handbook, and an expert in data visualization and data storytelling. In this episode, the conversation explores the intricate world of…
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ABOUT THIS SHOW
Join the Agile Data N’ Info podcast where we discuss how data and analytics teams can apply agile, product and data patterns to change the way they work.
HOSTED BY
AgileData
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Frequently Asked Questions
How many episodes does Agile Data N’ Info have?
Agile Data N’ Info currently has 82 episodes available on PodParley. New episodes are automatically indexed when they're published to the podcast feed.
What is Agile Data N’ Info about?
Join the Agile Data N’ Info podcast where we discuss how data and analytics teams can apply agile, product and data patterns to change the way they work.
How often does Agile Data N’ Info release new episodes?
Agile Data N’ Info has 82 episodes. Check the episode list to see recent publication dates and frequency.
Where can I listen to Agile Data N’ Info?
You can listen to Agile Data N’ Info on PodParley by clicking any episode. We provide an embedded audio player for direct listening, and you can also subscribe via your preferred podcast app using the RSS feed.
Who hosts Agile Data N’ Info?
Agile Data N’ Info is created and hosted by AgileData.
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