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There are 3 strategic / macro data use cases
I often ask which of these three macro data use cases the Organisations believed were its priorities to achieve their business strategy:
Providing data to Customers
Supporting Internal Processes
Providing data to External Organisations
Each of these three strategic / macro data use cases come with specific data architectures, data work and also impact the context of how you would design your agile data ways of working.
Eventually the data maintenance Tortoise will catch the new data work Hare
When you work in a data team you have to split your time between building and delivering new Information Products and maintaining the ones you have already delivered.
DataOps patterns can help reduce the time you spend on the maintenance work.
Building the Data Plane while flying it
In the data domain you typically have to balance between building the right thing and building the thing right.
The days of being able to spend 6 months or a year on “Sprint Zero” creating your data platform have gone.
One team I worked with called it “building the airplane as you fly it”
Here are 5 patterns I have seen data teams adopt to help them do this.
Dysfunction Mapping with Michael Lloyd
Join Murray Robinson and Shane Gibson as they chat with Michael Lloyd about dysfunction mapping.
Whether you are new to the agile world or a seasoned professional, you’ll find valuable insights as we delve into understanding team dynamics, honing the coaching process. And the essential principle of iterative hypothesis testing. Join us as we learned the power of mapping dysfunctions to unveil powerful solutions in agile environments.
2024 the year of the Intelligent Data Platform
AI was the buzzword for 2023 and it will continue to be the buzzword for 2024.
I have been thinking about our approach to AI in our product for a while and landed on 3 patterns that I use as a reference.
Ask AI
Assisted AI
Automated AI
Adopting these patterns moves a data platform from being a manual data platform, towards a data platform that can do some of the data work for you.
An Intelligent Data Platform.
Developing digital products in China with Bianca Grizhar
In this episode, we talk to Bianca Grizhar about developing digital products in China. We discuss the cultural differences between Germany and China, and how Scrum improved team collaboration. We talk about the benefits of working directly with people offshore in cross functional, cross organisational teams. Whether you’re a product manager or a developer, this episode is packed with practical advice that will help you work more successfully with your offshore teams.
The 3 patterns of AgileData AI
Having AI embedded in your product have become table stakes it seems.
I have been thinking about our approach to AI in our product for a while and landed on 3 patterns that I use as a reference.
Ask AI
Assisted AI
Automated AI
Knowledge Graphs with Juan Sequeda
Dive deep into the world of knowledge graphs with Juan Sequeda on the Agile Data Podcast, hosted by Shane Gibson. Explore key insights from Juan’s journey in computer science, his pivotal role in semantic web development, and the transformative power of knowledge graphs in data integration. Discover how these technologies are reshaping the landscape of data management and the exciting future prospects with the advent of Large Language Models (LLMs). Tune in to understand the practical applications, challenges, and the future of knowledge graphs in enterprise data strategy.
Data Storytelling with Kat Greenbrook
Explore the Art of Data Storytelling with Kat Greenbrook on the Agile Data Podcast. Dive into Kat’s transformative journey from aspiring vet to a data storytelling expert, and discover the power of the ABT (And, But, Therefore) narrative framework in conveying compelling data insights. Uncover common pitfalls and learn crucial differences between data visualization and storytelling. Enhance your business communication skills with practical tips and insights from ‘The Data Storyteller’s Handbook.’ Perfect for professionals in data analytics, business intelligence, and anyone keen to master the art of turning data into impactful stories.
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Product Management
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What Is
Describing data and analytics concepts, terms, and technologies to enable better understanding
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Valuable resources to support your growth in the agile, and data and analytics domains
AgileData Podcast
Discussing combining agile, product and data patterns.
No Nonsense Agile Podcast
Discussing agile and product ways of working.
App Videos
Explore videos to better understand the AgileData App's features and capabilities.
A Data Engineer an Agile Coach and a Fish walk into a bar…
This is the first of a series of articles detailing how we built a platform to make data fun and remove complexity for our users
Analysts can model democratising data modeling
In 2022 Shane Gibson was lucky enough to present “Analysts can model democratising data modeling” at the Knowledge Gap Conference
Watch the presentation.
Data Mesh Podcast – Finding useful and repeatable patterns for data
TD:LR I talk to Scott Hirleman on the Data Mesh Radio podcast on my thoughts on Data Mesh and the need for resuable patterns in the data & analytics domain. My opinion on Data Mesh I am not a fan of the current...
The Enchanting World of Data Magicians: Marketing Analytics vs. Product Analytics
Marketing Analytics involves analysing data from various channels, such as social media, email, and websites, to assess the performance of marketing efforts.
Product Analytics focuses on understanding and improving user experience and satisfaction with digital products or services.
What is Data Lineage?
TD:LR AgileData mission is to reduce the complexity of managing data. In the modern data world there are many capability categories, each with their own specialised terms, technologies and three letter acronyms. We...
Agile Security
Join Shane and guest Laura Bell as they discuss how you can eat the security elephant in an agile way.
Data Mesh 4.0.4
TD:LR Data Mesh 4.0.4 is only available for a very short time. please ensure you scroll to the bottom of the article to understand the temporal nature of the Data Mesh 4.0.4 approach.This article was published on 1st...
Abracadabra! Unravel the Mysteries of Data Catalog
Data catalogs are comprehensive inventories of an organisations data assets, helping data analysts and information consumers to quickly find, understand, and utilise relevant information. They foster collaboration, maintain data governance, and ensure compliance.
Catalog & Cocktails Podcast – agile in the data domain
Early in 2022 Shane Gibson was lucky enought to talk to the Catalog and Cocktails podcast crew about agile in the data domain. Watch or listen to the episode.
Whats the hottest new data thing in 2022 — Data Mesh or Metric Store
There is a lot of vendor washing going on A lot of data vendors are vendor washing their technologies to pretend they enable "Data Mesh" as they are punting on Data Mesh being the new thing for 2022. I think they are...
Data Observability Uncovered: A Magical Lens for Data Magicians
Data observability provides comprehensive visibility into the health, quality, and reliability of your data ecosystem. It dives deeper than traditional monitoring, examining the actual data flowing through your pipelines. With tools like data lineage tracking, data quality metrics, and anomaly detection, data observability helps data magicians quickly detect and diagnose issues, ensuring accurate, reliable data-driven decisions.
Analyst vs Analytics Engineer – Benn Stancil
Join Shane and guest Benn Stancil as they discuss the difference between the age old analyst role and the new emerging role of analytics engineer (amongst a few other interesting things)
3 agile architecture things
Join Shane and guest Brian McMillian as they discuss the art of architecture in an agile data world. We discuss 3 things: 1. the 4x approach2. data vault3. everything is code
AgileBI – Raphael Branger
Join Shane and guest Raphael Branger as they discuss combining agile ways of working with the world of data and business intelligence (BI).
Agile and Analytics – Shaun McGirr
Join Shane and special guest Shaun McGirr as they discuss the combining of agile ways of working with analytics teams.
AgileData >>> Modern Data Stack
TD:LR AgileData's mission is to reduce the complexity of managing data. A large part of modern data complexity is selecting, implementing and maintaining a raft of different technologies to provide your "Modern Data...
A selection of practical agile patterns when using Data Vault
In 2021 Shane Gibson was lucky enough to present “A selection of practical agile patterns when using Data Vault” at the Knowledge Gap Conference
Agile DataOps
TD:LR Agile DataOps is where we combine the processes and technologies from DataOps with a new agile way of working, to reduce the time taken and increase the value of the data we provide to our customers What's in a...
The magic of Agile Data teams vs Agile Software teams – Lynn Winterboer
Join Shane and special guest Lynn Winterboer as they discuss the core differences between teams that leverage an agile way of working while managing data versus creating software.
Agile Data Testing Techniques, a magical list of testing TLA’s
Join Shane and Nigel as they discuss the many notions you should understand to start your journey on the DataOps and automated data testing path.
Data Lineage, mapping your way to magic
Join Shane and Nigel as they discuss data lineage, what it is, why people want it and what it can actually be used for.