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September 2026: What the Cyber Resilience Act Means for Connected Infrastructure

cyber resilience

September 2026: What the Cyber Resilience Act Means for Connected Infrastructure

As new reporting obligations take effect, connected infrastructure increasingly needs a current, governed and provable view of the physical estate. From 11 September 2026, new vulnerability-reporting obligations under the EU Cyber Resilience Act (CRA) begin to apply. These obligations sit principally with manufacturers of products with digital elements, which

Physical AI Needs an Operational Data Layer. The Architecture You Choose Decides Who Controls It

Physical AI Needs an Operational Data Layer. The Architecture You Choose Decides Who Controls It

Physical AI is moving steadily from research into industrial operations. Across manufacturing, mining, energy and utilities, organisations are developing systems that can perceive physical conditions, interpret operational context and support or automate decisions in real time. The potential benefits are substantial: safer operations, higher productivity, better asset utilisation and more

A Single Data Fabric for the Water Cycle

A Single Data Fabric for the Water Cycle

Water systems have historically been organised around infrastructure boundaries. Drinking water is managed in one part of the utility, wastewater in another, with stormwater, catchments and reuse often treated separately again. Each domain has developed its own teams, suppliers, control systems and data environments. That structure reflects how assets were

The Industrial AI Shift: Why Context Belongs at the Source

The Industrial AI Shift: Why Context Belongs at the Source

Schneider Electric's $3.1 billion acquisition of Cognite signals a structural shift in industrial automation. Industrial assets already generate vast volumes of telemetry. The problem is that raw OT data is rarely usable in its native form. It arrives as fragmented, protocol-specific time-series registers from PLCs,

Supporting the Next Phase of Smart Gas Metering

Supporting the Next Phase of Smart Gas Metering

Major regulated programmes across Italy, France and the UK have proven that connected gas metering works. They have improved billing accuracy, reduced manual reads, expanded customer access to consumption data and created the foundations for more digital gas networks. Italy was an important early proof point. Its large-scale regulated

Altior: Rethinking Push Architecture for Industrial IoT

Altior: Rethinking Push Architecture for Industrial IoT

Why pushing operational state, not just messages, is becoming the next evolution of industrial data architecture. Every industrial system has the same fundamental challenge: moving information from physical assets to the applications that need it. Historically, this has been achieved through a pull architecture. Applications periodically ask devices or operational

Altior’s Distributed Node Architecture: Rethinking Industrial Infrastructure for Reliability, Sovereignty and Scale

Altior’s Distributed Node Architecture: Rethinking Industrial Infrastructure for Reliability, Sovereignty and Scale

Industrial infrastructure is becoming more distributed, more regulated and more dependent on trusted operational intelligence. Most industrial digital infrastructure follows a deeply centralised architectural model. Operational sites generate telemetry, transport it to central platforms or cloud environments, and rely on those central systems to reconstruct operational meaning, apply governance, and

The EU Data Act, from compliance project to architectural default

The EU Data Act, from compliance project to architectural default

The EU Data Act is now live. For industrial operators, manufacturers, and cloud providers, compliance has moved from theory to architecture. The EU Data Act became applicable on 12 September 2025. For industrial operators, manufacturers, and cloud providers, the wait-and-see period has ended. The Act has established a

Sovereign Cloud and Sovereign Operational Data: A Complementary Architecture for Europe and the Middle East

digital sovereignty

Sovereign Cloud and Sovereign Operational Data: A Complementary Architecture for Europe and the Middle East

Sovereign cloud infrastructure is only part of the sovereignty architecture. The operational data layer matters just as much. Europe and the Middle East are investing heavily in sovereign cloud infrastructure, sovereign AI capability and nationally governed digital ecosystems. Across Europe, providers such as STACKIT, OVHcloud, Scaleway and Nscale are establishing

Making the real world smart takes more than sensors. It requires usable data

operational technology

Making the real world smart takes more than sensors. It requires usable data

Operational Technology generates enormous volumes of data. Making it usable is the real challenge. Every retailer knows their website's bounce rate. Almost none know their store performance in the same way. Every utility can map its IT network in seconds. Very few can say, in real time, what

The Cloud Is Not Enough: AI Execution in the OT Layer for Industry 4.0

The Cloud Is Not Enough: AI Execution in the OT Layer for Industry 4.0

Artificial Intelligence is changing the enterprise, particularly in domains where data is centralised, such as software development, documentation, and enterprise knowledge systems. In these environments, data is structured and easily accessible. It can be aggregated, processed asynchronously, and acted upon without immediate operational consequences. Cloud-based architectures align well with

Jensen Huang’s Five-Layer AI Stack—And the Missing Sixth: The Data Layer

Jensen Huang’s Five-Layer AI Stack—And the Missing Sixth: The Data Layer

Jensen Huang's five-layer AI framework — and the data layer that completes it. Late last year, at a fireside discussion hosted by the Center for Strategic and International Studies in Washington, Jensen Huang outlined a clear framework for understanding artificial intelligence. Speaking with Dr John Hamre, the discussion

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

Orchestrating the DSO Transition: The Role of Operational Data Coordination

Orchestrating the DSO Transition: The Role of Operational Data Coordination

The transition from Distribution Network Operator (DNO) to Distribution System Operator (DSO) represents a fundamental structural shift in the UK energy landscape. Driven by rapid decentralisation and the proliferation of low-carbon technologies, electricity networks are moving towards a model defined by dynamic flexibility and high-volume, distributed visibility. Project

Bridging the Water Infrastructure Gap: Building the Operational Data Foundation for Modern Water Utilities

water utilities

Bridging the Water Infrastructure Gap: Building the Operational Data Foundation for Modern Water Utilities

The global water sector is entering a critical decade. According to the World Economic Forum, the world faces an estimated €6.5 trillion water infrastructure investment gap by 2030. While investment in new assets will remain essential, addressing this gap will also depend on improving how existing water systems are

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

From Periodic Compliance to Continuous Oversight: Monitoring-as-a-Service for Water and Heat Meters in 2026

From Periodic Compliance to Continuous Oversight: Monitoring-as-a-Service for Water and Heat Meters in 2026

Across Europe, water and heat metering has moved from infrastructure deployment to infrastructure governance. Statutory verification cycles and sampling procedures continue to underpin regulatory assurance. They remain fundamental to billing integrity and consumer protection. Yet the context in which they operate has changed materially. Smart water and heat meter estates

MHHS and the UK Grid (Part 2) - From Transparency to Deterministic Coordination

MHHS and the UK Grid (Part 2) - From Transparency to Deterministic Coordination

In Part 1, we examined how Market-wide Half-Hourly Settlement (MHHS) replaces statistical profiling with explicit half-hourly allocation. Demand, imbalance exposure and flexibility value are now determined by measured interval performance rather than inferred portfolio averages. That reform introduces clarity. But clarity does not, in itself, ensure control.

MHHS and the UK Grid: Why Half-Hourly Settlement Is a Market Architecture Shift

MHHS and the UK Grid: Why Half-Hourly Settlement Is a Market Architecture Shift

We are now less than eight months from October 2026, when the majority of meters will have migrated to Market-wide Half-Hourly Settlement (MHHS). MHHS is often described as a billing reform. In practice, it represents a structural shift in how the UK electricity market allocates cost, risk and

The UK Electricity System: Supporting Operability Through Operational Data Infrastructure

electricity markets

The UK Electricity System: Supporting Operability Through Operational Data Infrastructure

The UK electricity system is undergoing a substantial transformation. Generation is becoming more decentralised, flexibility is increasingly important to system balance, and operational responsibility is being shared across a wider range of actors. The establishment of the National Energy System Operator (NESO) reflects this shift and provides the institutional framework

Governing the OT Data First Mile - Simple Deployment, Secure Control, and Scalable Enterprise Intelligence

Governing the OT Data First Mile - Simple Deployment, Secure Control, and Scalable Enterprise Intelligence

Across industry, organisations are investing heavily in enterprise platforms for analytics, digital twins and artificial intelligence. These platforms promise better decisions, improved efficiency and, increasingly, autonomous or "agentic" operations that can respond dynamically to changing conditions. Yet many programmes struggle to move beyond pilot. When initiatives stall, the

Europe’s Infrastructure Reckoning: A UK Case Study in Why Digital Productivity Is Essential

digital productivity

Europe’s Infrastructure Reckoning: A UK Case Study in Why Digital Productivity Is Essential

Across Europe, national infrastructure ambition is reaching a clear fiscal limit. With the partial exception of Germany, most European economies no longer have the tax base or debt headroom to fund their combined defence, energy, digital and industrial priorities through public spending alone. At the same time, the scale of

ESG Reporting in 2026: Why Estimates and Periodic Data Are No Longer Sufficient

ESG Reporting in 2026: Why Estimates and Periodic Data Are No Longer Sufficient

From 2026, ESG and emissions reporting will operate under a very different set of expectations. What has historically been treated as a disclosure and narrative exercise is becoming a matter of assurance, control, and evidence. This shift is being driven by regulation rather than preference. Regulatory Drivers In Europe, the

The Scope 3 Conundrum: How Sub-Meters and Sensors Help Meet Tightening Carbon Rules Without Breaking OT Security

The Scope 3 Conundrum: How Sub-Meters and Sensors Help Meet Tightening Carbon Rules Without Breaking OT Security

Industrial companies are caught between two forces that are moving at speed—and in opposite directions. Scope 3 carbon reporting requirements are becoming more stringent, while operational technology security expectations are tightening just as quickly. Together, they create a genuine conundrum. Relying on estimates is no longer acceptable. Opening up