Agile Data N’ Info

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 memoryAI summaries may be more useful for copilots to retrieve on demand than for people to read; the broader challenge is consent-based creation, sharing, retrieval, and curation of context.
Scaling innovation from individuals to the organisationpower users need a path to turn useful experiments into trusted, governed products, while data teams may increasingly own mini-apps, write-back workflows, and source-system-like capabilities.
 
https://agiledata.info/p/watch-now-recording-of-aura-anna-2c8?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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working

Raw and unedited
Top 3 things:
How to migrate legacy data platforms safelyaudit 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 oversightLLMs can help translate code, create plans, surface outliers, and review alternatives, but edge cases, over-engineering, and validation mean people remain essential.
Preserving business context and governanceretain raw migration conversations, document why decisions were made, separate logic/context from the execution platform, and establish governance, cost monitoring, and FinOps from day one.
https://agiledata.info/p/watch-now-recording-of-aura-chris-b41?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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working

Raw and unedited
Top 3 things:
Data platform architecture and orchestrationwhether agent meshes can replace traditional DAG-based orchestration, and when platform-native tools are sufficient.
Choosing platforms vs. best-of-breed toolsintegration gaps, feature parity, and using explicit principles to decide whether to adopt, lease, or build.
AI tooling, privacy, and context ownershipcustom AI harnesses, model cost/visibility problems, multiplayer workflows, and the risks of organisational and personal data being exposed or sold.
 
https://agiledata.info/p/watch-now-recording-of-aura-tim-frazer-98c?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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working

Raw and unedited
 
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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working

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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working

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 Podcast | Spotify | Google Podcast  | Amazon Audible | TuneIn | iHeartRadio | PlayerFM | Listen Notes | Podchaser |  Deezer | Podcast Addict | 
<-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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working

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, parallel sessions, and longer test cycles creating new delivery problems—so thin slices and simplicity still matter.
“Company brain” will be valuable only with usable context and privacy. Shared definitions, selective/high-quality source material, automated capture, and careful privacy boundaries are more important than simply dumping documents into an LLM.
https://agiledata.info/p/watch-now-recording-of-aura-tim-frazer-0d1?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 Podcast | Spotify | Google Podcast  | Amazon Audible | TuneIn | iHeartRadio | PlayerFM | Listen Notes | Podchaser |  Deezer | Podcast Addict | 
 
<-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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working
 

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 Podcast | Spotify | Google Podcast  | Amazon Audible | TuneIn | iHeartRadio | PlayerFM | Listen Notes | Podchaser |  Deezer | Podcast Addict | 
 
<-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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working
 

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 | Google Podcast  | Amazon Audible | TuneIn | iHeartRadio | PlayerFM | Listen Notes | Podchaser |  Deezer | Podcast Addict | 
 
<-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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working
 

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 | Spotify | Google Podcast  | Amazon Audible | TuneIn | iHeartRadio | PlayerFM | Listen Notes | Podchaser |  Deezer | Podcast Addict | 
 
<-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 textbook version that falls apart on contact with messy data and vague stakeholder requirements.
Latest dates: Gather data requirements in 30 minutes using a shared language.
 
Simply Magical Data Ways of Working