Let’s talk about “full organizational autonomy”. Have you ever stopped to think about what organizations might look like once people are no longer required to manage or operate them? The organizational constraints imposed by the human desire to create offices have been the prevalent mindset of most businesses for over…

Developing machine learning systems is painfully slow. Machine learning (ML) models take months to develop and deploy. By the time ML models are deployed into production, development velocity is at a crawl. Let’s understand why. Background Developing ML systems is a complex endeavour. Machine learning practitioners (researchers, developers, engineers, data scientists)…

Background Developing and maintaining artificial intelligence (AI) and machine learning (ML) systems takes time and costs money. From prototype to production, there are visible and hidden costs of AI systems or ML models. …

Background The coronavirus disease 2019, also known as COVID-19, is causing havoc on the society and economy. As of July 2, 2020, more than 10 million have been infected by COVID-19 and more than 500 thousand have died. As individuals and companies brace for an economic recession, they evaluate their budgets…

Every year, more than 50 thousand people die from earthquakes. Since 1990, earthquakes have been responsible for more than 800 thousand deaths and have left 17+ million people homeless. The annual damage resulting from earthquakes is estimated to be USD 35 Billion.¹ Given the massive impact on human life and…

At Produvia, we produce intelligent software. We also write letters about artificial intelligence (AI) to founders, executives, and decision-makers from all industries. These letters are meant to inspire and motivate companies, government agencies, and countries on the topics of AI, machine learning, and deep learning technologies. We believe that artificial…

Published on October 4, 2019 How will AI change the work environment? Experts from Canada and Germany discussed this question at the Future of Work & AI Conference held by the Transatlantic Dialogue Initiative on September 18, 2019, in Toronto, Canada. …

Can cars or bikes drive themselves? Can ships or vessels steer themselves? Are drones or airplanes able to fly themselves? In this blog post, we explore how artificial intelligence is solving these questions for the aerospace industry. For decades, commercial automotive companies built software to assist drivers in getting from…

The future of medical diagnosis is brighter than ever before. Imagine what would happen if the medical industry could predict strokes or heart failures? This is possible today, thanks to artificial intelligence technologies. Mayo Clinic recently published research [1] in the latest issue of The Lancet, which showed that machine…