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Agile-tecture Data Factory

Agile-tecture Data Factory

Defining a Data Architecture is a key pattern when working in the data domain.

Its always tempting to boil the ocean when defining yours, don’t!

And once you have defined your data architecture, find a way to articulate and share it with simplicity.

Here is how we articulate the AgileData Data Agile-tecture.

5E’s

As Data Consultants your customers are buying and outcome based on one of these patterns – effort, expertise, experience or efficiency.

We outline what each of these are, how they are different to each other and how to charge for delivering them.

Agile-tecture Data Factory

Defining a Data Architecture is a key pattern when working in the data domain.

Its always tempting to boil the ocean when defining yours, don’t!

And once you have defined your data architecture, find a way to articulate and share it with simplicity.

Here is how we articulate the AgileData Data Agile-tecture.

Data Architecture as a Service (DAaaS)

TD:LR Data Architecture as a Service (DAaaS), is it Buzzwashing or not? As is often the case, it depends on your point of view. Our point of view? Nope its a real thing.

Myth: using the cloud for your data warehouse is expensive

TD:LR Cloud Data Platforms promise you the magic of storing your data and unlimited elastic compute for cents.  Is it too good to be true?  Yes AND No. You can run a cloud platform for a low low cost, but its will take engineering effort  to get there. Myth: using the...

Observability, Tick

TD:LR Data observability is not something new, its a set of features every data platform should have to get the data jobs done. Observability is crucial as you scale Observability is very on trend right now. It feels like every other influencer in the data space is...

The language of data is not so natural

TD:LR The dream is we can just point the machine at our data, ask our question and get a useful answer. With ChatGPT we are closer than we have ever been, but we are not there yet,When Nigel and I first started development of AgileData we had a vision in our heads,...

Build Data Products Without A Data Team Using AgileData

TD:LR Late in 2022 I was lucky enough to talk to Tobias Macey on the Data Engineering podcast about our AgileData SaaS product and our focus on enabling analysts to do the data work without having to rely on a team of data engineers.  Listen to the episode or read the...

How To Bring Agile Practices To Your Data Projects

TD:LR Late in 2022 I was lucky enough to talk to Tobias Macey on the Data Engineering podcast about combining agile patterns and practises with those from the data domain.  Listen to the episode or read the transcript.   Listen Read Summary Agile methodologies...

App Engine and Socket.IO

We wanted to be able to dynamically notify Data Magicians when a task had completed, without them having to refresh their browser screen constantly. Implementing websockets allowed us to achieve this.

I can write a bit of code faster

TD:LR To get data tasks done involves a lot more than just bashing out a few lines of code to get the data into a format that you can give it to your stakeholder/customer. Unless of course it really is a one off and then bash away.  But I bet if that information...

Data Architecture as a Service (DAaaS)

TD:LR Data Architecture as a Service (DAaaS), is it Buzzwashing or not? As is often the case, it depends on your point of view. Our point of view? Nope its a real thing.

Myth: using the cloud for your data warehouse is expensive

TD:LR Cloud Data Platforms promise you the magic of storing your data and unlimited elastic compute for cents.  Is it too good to be true?  Yes AND No. You can run a cloud platform for a low low cost, but its will take engineering effort  to get there. Myth: using the...

Observability, Tick

TD:LR Data observability is not something new, its a set of features every data platform should have to get the data jobs done. Observability is crucial as you scale Observability is very on trend right now. It feels like every other influencer in the data space is...
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...

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...

What is a Data Catalog?

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...

What is Data Observability?

Data observability is the practice of monitoring and measuring the behaviour of data. It is the ability to understand how data is flowing through your systems, identify any anomalies or issues that arise, and take action to address them. It requires a holistic view of the entire data factory, from data ingestion to data processing and analysis.

In other words, data observability is about making sure that the data you are using is accurate, complete and reliable. It is about ensuring that your data is trustworthy and that you can rely on it to make informed decisions.

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 “Killer” Feature

One feature to rule them all As product managers we are always looking for the next “killer feature” for our product. You know the one, that feature that will become the magical thing that will have customers flooding...

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