digital twins - InkwellData

digital twins

A collection of 5 posts

Altior and the Agentic AI Frontier: The Real-World Data Foundation

Altior and the Agentic AI Frontier: The Real-World Data Foundation

Agentic AI is increasingly being introduced into operational systems. This development reflects a shift in how software systems are designed and used. Rather than supporting isolated tasks, systems are now participating in ongoing decision processes—interacting with infrastructure, coordinating workflows, and executing actions across distributed environments. In industrial contexts—such

Digital Twin Regulation: Brazil, Europe and the Role of a Neutral Data Layer

Digital Twin Regulation: Brazil, Europe and the Role of a Neutral Data Layer

Digital twin deployments are entering a regulated phase of development. What was once shaped primarily by vendor capability and sector experimentation is increasingly defined by formal standards and statutory obligations. Brazil's adoption of ABNT NBR ISO/IEC 30173, together with the European Union's Data Act, the

From Air-Gapped CNC Machines to Governed Digital Workloads

From Air-Gapped CNC Machines to Governed Digital Workloads

CNC machines are central to modern manufacturing. They execute G-code instructions to mill, drill and shape high-precision components used in automotive, aerospace, electronics and medical devices. By the next decade, more than 2.8 million CNC machines will be installed globally. Many cost hundreds of thousands of pounds and are

Building a Shared Operational Data Foundation for Asset Intelligence, AI and ESG

Operational Data

Building a Shared Operational Data Foundation for Asset Intelligence, AI and ESG

Asset-intensive organisations increasingly expect the same operational data to support asset lifecycle intelligence, AI-driven optimisation and ESG reporting. In practice, this exposes a persistent gap between physical assets and enterprise platforms. That gap is rarely about whether data exists. More often, it reflects how difficult operational systems are to integrate,

Digital Twins Are Growing Fast — Why the Market Now Needs Consolidation

Digital Twins Are Growing Fast — Why the Market Now Needs Consolidation

The Digital Twin (DT) market is moving from promise to proliferation. Once confined to aerospace and manufacturing, twins are now being applied across energy systems, buildings, cities, and even national infrastructure. Analysts place the current global market between USD 17 billion and 25 billion, rising to USD 250–470 billion