Data Collaboration Canvas: How to Unleash the Full Potential of Data In Your Organization
Design thinking methods became one of the trendiest innovation tools of the last decades. But, besides using it for business models, did you know you can apply it for your data collaboration strategy too?

Data tooling for the next trillion-dollar companies
Reports and market caps show that being a data-driven company is not only paying off, but also that it is becoming the only option to navigate the data producing economy we live in. Companies understand this, so they rush to update their business models to become “data-driven” or “data-first”.

Membership Inference as a Model Training Metric
The question of data privacy in machine learning is still widely overlooked. In this blog, we propose a new machine learning training metric that greatly reduces the risk of data reidentification. It can be embedded in any model training with minimal cost.

Closing the circle of security in the cloud
Until today, data-sensitive companies are unable to utilize the immense benefits of cloud computing. Confidential Computing is here to change this. It is well known that cloud-computing offers many advantages, from increased scalability to reduced operations costs.

A new model for AI governance
Over the last centuries, humanity has tested various governance models for society and individuals. Checks and balances, separation of powers and democracy to be governed as fair as possible. It’s about not giving too much power to a single entity by having proper governance methods in place.

Why privacy-preserving analytics are crucial for the data economy
Today for most organizations it is hard to impossible to benefit from artificial intelligence (AI). Especially, when it comes to training and applying machine learning models because they require substantial investments of money, time, data and expertise.

A cryptographic paradigm shift in data cybersecurity
According to the annual WEF report on global risks, increased cyber-threats is one of the biggest risks that companies and countries face right now. One of the most common is data breach where attackers target the database of the company in order to get access to customer data.

Brief Introduction to Secure Enclaves
We previously wrote about the importance of encryption in-use and why it is harder then "standard" encryption. In this article we introduce the concept of a Secure Enclave, that deals with a lot of the headaches that come with operating on encrypted data.

The evolution of cryptography (deciphered)
Cryptography is the backbone of our current digital society, but how did it become so important? Interestingly, the systematic study of cryptography as science started only during the past century. The first type of cryptography was writing since the majority of people could not read.
