Agile Data N’ Info
Join the Agile Data N' Info Podcast where we discuss how data and analytics teams can apply agile, product, AI and data patterns to change their Way of Work.
Episodes
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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.
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Context layers and shared organisational memory AI summaries may be more useful for copilots to retrieve on demand than for people to read; the broader challenge is...
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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.
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Using AI in migration work, with human oversight LLMs can help translate code, create plans, surface outliers, and review alternatives, but edge cases, over-engineering, and validation mean peop...
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Data platform architecture and orchestration whether agent meshes can replace traditional DAG-based orchestration, and when platform-native tools are sufficient.
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Choosing platforms vs. best-of-breed tools integration gaps, feature parity, and using explicit principles to decide whether to adopt, lease, or build.
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AI tooling, privacy, and context ownership custom AI harnesses, model cost/visib...
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https://agiledata.info/p/watch-now-recording-of-aura-juha-a97?utm_source=youtube
<-OO-> 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 requirements in 30 minutes. The approach he actually uses with his stakeholders, not a t...
Raw and unedited
https://agiledata.info/p/watch-now-recording-of-aura-anna-ad5?utm_source=youtube
<-OO-> 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 requirements in 30 minutes. The approach he actually uses with his stakeholders, not a t...
Raw and unedited
https://agiledata.info/p/watch-now-recording-of-aura-chris-0ce?utm_source=youtube
<-OO->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 magic happen with agile and data you can connect with Shane @shagility on LinkedIn.
Subscribe: Apple...
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.
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AI makes feature creep and context-switching easier. Both of you saw overbuilding, parallel sessions, and longer test cycles creating new delivery problems—so thin slices and simplicity still matter.
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“Com...
Raw and unedited
https://agiledata.info/p/watch-now-recording-of-aura-juha?utm_source=youtube
<-OO->
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 magic happen with agile and data you can connect with Shane @shagility on LinkedIn.
Subscribe: Apple P...
Raw and unedited :: https://agiledata.info/p/watch-now-recording-of-aura-anna
<-OO->
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 magic happen with agile and data you can connect with Shane @shagility on LinkedIn.
Subscribe: Apple Podcast | Spotify |...
Raw and unedited :: https://agiledata.info/p/watch-now-recording-of-aura-chris
<-OO->
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 magic happen with agile and data you can connect with Shane @shagility on LinkedIn.
Subscribe: Apple Podcast...
Raw and unedited :: https://agiledata.info/p/watch-now-recording-of-aura-tim-frazer
<-OO->
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 magic happen with agile and data you can connect with Shane @shagility on LinkedIn.
Subscribe: Apple Podcast...
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 resolution. Patrik explains how the Focal framework operates as a highly abstract, metadata-driven engine that creates an extremely agile, no...
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:
https://agiledata.substack.com/i/187938526/google-notebooklm-briefing
If you want to download the transcript for the podcast, head over to:
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:
https://agiledata.substack.com/i/184771911/google-notebooklm-briefing
If you want to download the transcript for the podcast, head over to:
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 with GenAI, head over to:
https://agiledata.substack.com/i/183787179/google-notebooklm-briefing
If you want to download the transcr...
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:
https://agiledata.substack.com/i/182448381/google-notebooklm-briefing
If you want to download the transcript for the podcast, head over to:
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:
https://agiledata.substack.com/i/179577155/google-notebooklm-briefing
If you want to download the transcript for the podcast, head over to:
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 LinkedIn or over at https://atlonglastanalytics.substack.com/
If you want want to read a summary generated with GenAI, head over to:
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 specific data values.
This 'data diff' solution transforms hours of manual data reconciliation into minutes by optimising comparisons for clou...
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 with GenAI, head over to:
https://agiledata.substack.com/i/172748370/google-notebooklm-briefing
If you want to download the transcript fo...
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