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CHAPTER 02 2026 Report

Critical Infrastructure Operations Are Becoming Distributed Application and Data Platforms

Industrial sites, building portfolios, data centers, utilities, campuses, and field operations now depend on connected systems, applications, vendors, cloud services, analytics, and data flows that extend beyond any single network boundary.

Industrial applications
Operating Model Shift

Operations No Longer Happen in One Place

Critical infrastructure work now spans sites, networks, applications, data flows, vendors, and automated workflows.

Critical infrastructure operations used to center on local assets, local networks, and local operators. That model has changed.

Modern operations now depend on remote teams, third-party vendors, cloud applications, analytics platforms, connected devices, centralized monitoring, mobile workflows, and operational data moving across sites and organizations.

The scale of that shift shows up in the numbers. The global IoT market is projected to grow more than 5x by 2032. Industrial software is projected to more than double by 2029, while building automation systems are projected to grow nearly 90% by 2030. Control Engineering’s 2025 State of Industrial Automation Report also found that 72% of organizations are either rapidly or steadily increasing their technology deployment.

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“Every stage of operational modernization adds new interactions to govern.”

Together, these signals point to a larger pattern: more operational work now runs through connected devices, software platforms, automation systems, analytics tools, and cloud-connected workflows that monitor, control, analyze, secure, and optimize physical environments.

This shift creates substantial operational value. Teams can monitor more sites, respond faster, support equipment remotely, analyze performance, optimize energy use, and coordinate vendors at scale.

It also changes the access model. Even operators that keep their own systems and data out of the cloud increasingly work with vendors, OEMs, service providers, and software platforms that connect operational workflows to cloud environments. The result is a shared operational fabric where access no longer starts and ends inside the operator’s network.

When operations become distributed, access decisions can no longer focus only on who is inside the network. They must account for every person, application, vendor, OEM, service account, automation, workflow, machine, cloud platform, and data flow that can reach operational systems or influence operational data.

Governance has started to follow the shift. 52% of organizations reported that the CISO or CSO owns OT responsibility, up from 16% in 2022.

And in 2025, CISA, NSA, FBI, and international partners published OT-specific guidance for integrating AI into operational technology, organized around four security principles for essential-service operators.

The direction is clear: critical infrastructure operations are becoming distributed application and data operations. The access model has to follow the work.

What Changed

  • Operational responsibility is distributed
    Operators, vendors, OEMs, contractors, and service providers share responsibility for keeping systems running across sites and organizations.
  • Applications run much of the work
    Cloud dashboards, analytics tools, engineering applications, ticketing systems, and vendor platforms help teams monitor, maintain, and optimize critical infrastructure.
  • Data drives operations
    Telemetry, alarms, maintenance records, performance metrics, energy data, logs, and configuration data feed dashboards, analytics tools, vendor workflows, compliance processes, and operational decisions.
  • Workflows cross many boundaries
    Diagnostics, maintenance, approvals, vendor support, incident response, reporting, and optimization require handoffs across OT systems, IT tools, cloud platforms, vendors, service providers, and operational teams.
Evidence Signals

Signals of Distributed Operations

The shift toward distributed operations shows up in connected systems, data-driven workflows, executive OT ownership, and new guidance for AI-enabled operational environments.

Operating Model

Modern Operations Run Through Distributed Interactions

Critical infrastructure operations no longer happen only inside a site, network, or control room. They depend on interactions among internal teams, vendors, OEMs, software platforms, machines, cloud systems, data flows, and automated workflows.

Infrastructure Operations

Contributing Operator

Internal Operators

Employees, engineers, SOC teams, IT teams, OT teams, and site personnel monitor, maintain, approve, and respond across operational environments.

Takeaway

Distributed operations create value by connecting the people, systems, software, and data needed to run critical infrastructure at scale. They also create more interactions to govern.

Next: The Expanding Access Surface

Distributed Operations Create More Access Paths

As operations spread across sites, vendors, applications, cloud platforms, machines, service accounts, and data flows, the access surface expands. The next chapter examines how those pathways become exposure points — and why traditional remote access models struggle to govern them.