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Ambient Intelligence

Computing is becoming less visible as intelligence moves into the environments, devices and objects around us.

megatrendsmegatrend-02
Publish Date2026-09-18
Updated Date2026-09-18
Horizonnext
TimeframeNow through 2030
Confidencehigh

The bottom line

Computing is becoming less visible as intelligence moves into the environments, devices and objects around us.

Why it matters

As sensing, connectivity and AI converge, interaction shifts from opening an application to living inside systems that anticipate context. That changes product design, privacy expectations, physical spaces and the definition of a digital interface.

From the foresight archive

Jim Carroll first published this as Megatrend #2 on 2025-06-25. He revisited it one year later on 2026-08-06, using the retrospective to test the original call against what had happened since.

In that retrospective, Carroll’s own shorthand assessment was: On track, and accelerating. The tech is disappearing into the fabric of daily life faster than most people have noticed — which was always the point.

This page treats the 2025 article as the original foresight call and the 2026 article as the first evidence checkpoint. Later signals and scorecards can be attached without rewriting the historical record.

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Related ideas, trends and context

IndustriesTechnology & TelecomConnectivity is becoming ubiquitous while intelligence moves everywhere: cloud, edge, devices, networks and autonomous systems increasingly operate as one fabric.IndustriesRetail & ConsumerRetail is shifting from moving inventory to orchestrating attention, experience, prediction and fulfillment across physical and digital worlds.IndustriesHealthcare, Pharma & Life SciencesHealthcare is moving from episodic treatment toward continuous prediction, personalization and accelerated biological discovery.IndustriesConstruction & Real EstateThe built environment is becoming intelligent: designed in software, built with increasing automation and operated as a connected, energy-aware system.IndustriesConsumer Products & PackagingConsumer products are entering a world of shorter attention, faster product cycles, intelligent packaging, personalization and increasingly circular material systems.DomainsAI & Machine IntelligenceArtificial intelligence, machine learning, generative systems and autonomous agents that increasingly perform cognitive work.DomainsComputing & DataThe computing, data and digital infrastructure that makes new forms of intelligence, simulation and automation possible.DomainsConnectivity & Digital ExperiencePervasive connectivity, immersive interfaces and the blending of physical and digital experiences.TrendsTransformative AIAI is moving from a discrete software capability into a general-purpose layer embedded across products, workflows and decisions.TrendsHuman Technology IntegrationWearables, connected medical devices, implants and biological sensing are steadily narrowing the boundary between people and technology.TrendsPhysical-Digital Retail IntegrationRetail is becoming a blended physical-digital environment in which stores, mobile interfaces, identity, inventory and data operate as one system.