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The Most Likely Future of AI: Embracing Its “Weirdness” Without Chaos
A Practical Guide for Businesses In April 2026, two timely pieces cut through the AI hype cycle. Ethan Mollick, writing in The Economist, warned that “the IT department [is] where AI goes to die.” His core argument: AI is a profoundly odd, risky, and powerful...
Agentic AI in Property Management: A Technical Introduction
At Datarella, we specialize in building secure, production-ready AI agents and decentralized systems. Our work with RAAY RE - the AI operating system for real estate developers, asset managers, and funds - applies these capabilities directly to property management....
Centralized and Decentralized Systems: A Symbiosis for Greater Prosperity – Insights from Organization Theory
Decentralized systems have been in vogue at least since the rise of Web3, particularly in Europe. Unlike in the USA or China, where centralized structures prevail, Europe consists of many comparatively small democratic nations that must coordinate in all areas of life...
moveID: Wrapping Up Three Years of Mobility Innovation
After three years of intense collaboration, innovation, and field testing, the moveID project—part of the Gaia‑X 4 Future Mobility initiative—has made significant strides toward redefining how mobility ecosystems work. At its core, moveID aimed to create a...
Trusted Anomaly Detection with Blockchain and AI
In part two of the Cosmic-X blogpost series, we explained how we use the Secret Network blockchain and a custom Wallet Service to ensure the integrity and privacy of machine-generated data in Industry 4.0 environments. In this final part, we'll show how we integrated...
Securing Data Integrity in Industry 4.0
In the first part of this Cosmic-X blogpost series, we evaluated various blockchain platforms for their suitability in Industry 4.0 and explained why we chose the Secret Network with its confidential computing capabilities. Today, we’ll explore how we use the Secret...
Track & Trust Pilot Success
This article is the sixth and final article in a series about our probabilistic 360° supply chain tracking product, Track & Trust. Our previous articles described how the system works. Now, we dive into the results of our pilot operations. TLDR - We successfully...
Supply Chain Tracking in Action
This article is the fifth in a series of posts about how our probabilistic 360° supply chain tracking product, Track & Trust, works. We described how the system works at a component level in our previous articles. Now, we dive into the challenging environment...
Confidential Computing for Industry 4.0
With the Cosmic-X project nearing its conclusion, it is finally time to lift the curtain on the blockchain solution that Datarella has built over the last two years to enable confidential computing and data sharing in Industry 4.0. In this first entry of a series of...
Orchestration Systems in Track & Trust
This is the fourth article in a series of technical posts about how Track & Trust works at a component level. To begin with, we'll outline how our orchestration systems, real-time monitoring, and dashboards work together. Additionally, we'll explore the challenges...
Our Data Authenticity Chain
This is the third article in a series of technical posts about how Track & Trust works at a component level. The world today is full of fake news and dubious "facts." Consequently, we face a significant challenge in verifying the accuracy of the data we receive....
A Satellite-Enabled Mesh Network
This is the second article in a series of technical posts about how Track & Trust works at a component level. Building on your understanding of our mesh network technology, this post asks the question - what if everything starts going wrong? The answer as you will...