In different contexts, I am more and more confronted with an architectural discussion about whether data should be delivered in an integrated way or whether the data should be integrateable? In …
Data Modelling For Analytics Using Timeless Techniques
Data wrangling is the process of gathering, selecting, and transforming data to answer an analytical question. Also known as data cleaning or “munging”, legend has it that this wrangling costs …
Exploring The Bond Between Business Analysis & UX At The Business Analysis Conference Europe 2019
I recently presented a workshop at the Business Analysis Conference Europe 2019 by the industry group International Institute of Business Analysis (IIBA) where an illustrator created this image summarizing the …
Developing a Digital Strategy – What are the Pitfalls?
Where are you with digitization in your organisation?A surprisingly large number underestimate the increasing momentum of digitization, the behavioural changes and technology driving it, and, perhaps most of all, the scale …
Data Security Policies for Modern Enterprises
I. Data in Modern Day Enterprises Enterprises today rely on data to execute daily operations, conduct efficiency analyses, gauge market trends, and obtain insights to gain a competitive advantage. As …
Data Governance & Data Quality – An Architecture for Success
I started working in data management in the dim and distant days of the mid 1990s when I was part of a small team in the Business Strategy function of …
MDM – Don’t Miss Out Just Because It’s “Out”
In Gartner’s latest “Hype Cycle for Data Management”, MDM is positioned in “the trough of disillusionment” phase, the phase that follows the initial positive hype and the following “peak of …
Let’s Get Clear About Algorithmic Bias
What would it be like to use an unbiased algorithm?An insurance scoring application could assign coverage and costs quite randomly, having no bias towards good drivers with clean records. Or …
Three Career Tips for Data Professionals
Are you as excited as I am to be a data professional? Are you one of the next generation of data professionals? Are you exploring the possibility of having data …
Process Improvement – Its All About The Benefits
How about if you could easily see the benefits of your process improvement work? Would that help your organisation make better changes? Andrew Sanford, Director, We Are Lean And AgileWe …
Forget Warehouse vs. Lake – You Need a Modern Data Architecture
It has been a decade-long dilemma. Do you replace your data warehouse with a data lake? Do you build a lake as well as keeping your warehouse? Could your lake …
Data Sufficiency – What Is Enough Data?
When creating a new app / product or system, how do you know when you have enough data to go live? Liz Henderson, Associate Director, Global Data Governance Lead, Turner …
Data Science for Grown Ups – How to Get Machine Learning out of the Lab to Scale It Across the Enterprise
The Data Lab Trap Have you ever wondered why so many Internet companies use algorithms across their core business processes to drive automation and constantly optimise their business while your …
Are Data Quality Problems Impacting Your Organization?
Information quality problems are all around us. We feel the impact every day, even if we don’t recognize them as data quality issues. They range from seemingly innocent mistakes that …
Data is NOT the new Oil .. The “Data Asset” is Really Different
I recently presented a seminar at an event called “Data, the vital organisation enabler” Information is at the Heart of ALL of the Business during which I raised the question, “Is …