Insights: Publication

June 11, 2026

March 24, 2023
News, Publication
Artificial Intelligence, Customer Analytics

AI Helps Sales Leaders Drive Effectiveness With Optimized Cost

In our digitized world, AI will revolutionize the way we approach sales. The tech will help us manage and predict customer behavior, improve forecasting accuracy based on market and customer needs, automate repetitive tasks,

March 21, 2023
News, Publication
Artificial Intelligence

DAIN Studios Releases the First Generative AI Use Case Canvas

DAIN Studios, a leading consultancy specializing in data and AI strategy and implementation, is introducing the first element in our toolkit, the Generative AI Canvas that specifically addresses the opportunities and challenges technologies such

February 27, 2023
News, Publication
CDP, Personalization AI

How to Use AI and Machine-Learning to Personalize and Optimize Interactions With the Customers to Deliver More Value

AI is revolutionizing how marketeers and customer-facing business areas are interacting and engaging with the customers. In fact, in today’s fiercely competitive world, data science is helping rewrite the dynamics of the business, as

February 9, 2023
News, Publication
Artificial Intelligence, Data Strategy, EU AI Act

EU AI Act: Protect From Harm, But Don’t Stop Innovation

Digital innovation is constantly pushing the boundaries of what’s possible. In a world that moves this fast, we need the EU to update AI regulation, making it as safe as possible for individuals and

December 7, 2022
News, Publication
Data Science, Data Strategy

Turning Data into Data Assets

Data can be harnessed to create value, says Dirk Hofmann. But a data asset isn’t quite like a financial asset, so it can get passed around without changing owners – which is good. Finland’s

December 5, 2022
News, Publication
Artificial Intelligence, Data Strategy

How to Become a Data-Driven Organization

How to become a data-driven organization is a question which has been asked many times in boardrooms around the world. In this article we’ll help you assess whether your company is maximizing its potential.

December 1, 2022
News, Publication
Artificial Intelligence, Machine Learning, xAI

Fair and Explainable AI: Making Machine Learning Models Less Biased

In the third of four articles about fairness and explainable AI, Sinem Unal describes some methods companies can use to reduce the bias in the ML models.

October 18, 2022
News, Publication
Artificial Intelligence, Machine Learning, xAI

Fair and Explainable AI: Explaining Automated Decisions and Influencing Them

In the second of four articles about fairness in AI, Paolo Fantinel says understanding ML-driven choices can help companies and their customers. More and more businesses are relying on artificial intelligence (AI) and machine

July 5, 2022
News, Publication
Artificial Intelligence

The EU Edges Closer to Regulating AI Applications Deemed High Risk

The EU AI Act is coming – what does it mean for your business? The regulation is a legal act that will apply automatically and uniformly in all EU countries – and member states

April 25, 2022
News, Publication
Data Literacy, Maturity

Cleaning up Data Messes and Training Citizen Data Scientists

On April 1st, DAIN Studios released a Python package called Untidy, which turns clean datasets into messy ones. Our consultants had been looking for a tool that would help demonstrate the multitude of ways

July 1, 2021
Publication
Artificial Intelligence, Data Strategy

A Peek at the Core of Data & AI Transformations

Technology stands at the core of any data & AI transformation. While we have been discussing strategic and human factors so far in previous articles, it is time to turn our attention to the

July 1, 2021
News, Publication
Artificial Intelligence, Explainable AI, xAI

Explainable AI in Practice

At DAIN Studios, we are researching how artificial intelligence can be ‘explained’. We opened the Explainable AI (XAI) article with an introduction to XAI and what we can expect from it. This article looks

May 17, 2021
Publication
Artificial Intelligence, Data Strategy

Organizing for Success with Data and AI

Artificial intelligence allows humans to focus on the tasks that really matter. Rather than replacing us, AI can take care of steps in the chain of inference, predictions, decisions and subsequent actions that are

April 27, 2021
Publication
Artificial Intelligence, Data Strategy

Ensuring Impact on Your Data and AI Journey

Any large scale transformation starts with establishing a vision and strategy. According to a recent survey, 99% of Fortune1000 companies reported investments in data & analytics with less than 30% of them claiming to

March 31, 2021
Publication
Artificial Intelligence, Business Intelligence, Data Science

How to Succeed in Data and AI Transformation?

Starting to use Data and AI in an organisation is hard. We have seen many organisations fail in their data transformation and have become aware of the common pitfalls. To get your organisation on

July 3, 2020
News, Publication
Data Strategy, Smart City

Warum braucht eine Stadt eine Datenstrategie?

Die Stadt Helsinki hat eine Vision: sie will die funktionellste Stadt der Welt werden. Um dieses Ziel zu erreichen, möchte sie für ihre Einwohner und Besucher die bestmöglichen Bedingungen für das städtische Leben schaffen.

June 26, 2020
News, Publication
Data Strategy, Smart City

Why Does a City Need a Data Strategy?

The City of Helsinki has a vision – to become the most functional city in the world. In pursuing this vision, it seeks to create the best conditions possible for urban life for its residents

March 13, 2020
News, Publication
Data Strategy

The Rise of the Data Strategist – Part II

In the second blog of the series The Rise of the Data Strategist, Boyan Angelov, Senior Data Scientist, and Majella Clarke, Senior Data Strategist from DAIN Studios, present the new Data Venn and ponder – what is a data