Trend Macrotrend 4: infrastructure becomes cognitive, anticipatory and sovereign
Summary
NTT DATA's fourth macrotrend, informed infrastructure, describes a deep change in the nature of digital infrastructure. Layers that used to be passive back-end systems are becoming cognitive, anticipatory and sovereign, altering how organisations handle workloads, resources and resilience. This is happening while demand for computing surges because of AI, connected devices and distributed intelligence, and while limits on energy, sovereignty and sustainability tighten. The report sees the strategic advantage in being able to sense, model, simulate and optimise entire environments before decisions are made. High-performance computing, continuity from edge to cloud and quantum-enabled simulation are named as the enablers. It describes this infrastructure as the operating substrate on which intelligent activity runs at every scale.
Classification
Evidence 1
- Technology Foresight 2026: Sustaining growth in the era of mass intelligence NTT DATA page=38;section=4 Informed infrastructure / What it is and why it matters now 2026-03 accessed 2026-07-26
Observed signals 3
Part of issues 4
- IssueInfrastructure is positioned as the backbone of both innovation and national sovereignty1 trends · 2 signals
- IssueScenario: computing orchestrates outward from the edge and cloud becomes coordination1 trends · 0 signals
- IssueSufficiency thresholds sit unreconciled beside the report's own compute expansion forecasts2 trends · 2 signals
- IssueThe six macrotrends are asserted to be one convergent transformation, not six agendas6 trends · 1 signals
Relation types: constitutes · supports
Public id: fm-dca41c0a2dc0
