Technology Emerging

Ambient Computing

0
momentum score
1
sectors reached
100/100
signal confidence
100/100
patent velocity

10 points above the 54/100 platform-wide average momentum score across every tracked trend.

Momentum Score Breakdown

How the 64/100 momentum score above is built - eight real signal categories, each weighted by how reliably it predicts real market movement.

Patent
100/100 × 25% 25.0
Academic Paper
20/100 × 20% 4.0
GitHub Trending
100/100 × 15% 15.0
Editorial
20/100 × 12% 2.4
Wikipedia Attention
0/100 × 10% 0.0
Technical Report
60/100 × 8% 4.8
Job Posting Velocity
0/100 × 6% 0.0
Regulatory Pressure
0/100 × 4% 0.0

Each row's score (0-100) × its weight = its contribution to the composite. Weights sum to 100%.

Timing Intelligence

How much of this trend's commercial window has already passed, benchmarked against how long comparable technology shifts like IoT and Cloud/SaaS took to mature.

Current stage: Emerging

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See exact window position, estimated years remaining, and how this trend compares to historical windows like IoT and Cloud/SaaS.

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Sector Use Cases

Real industries already applying this trend, the specific use case within each, and the companies executing on it - higher relevance means a tighter fit between the sector and this trend's core signal.

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Matched Ideas

Startup ideas already in IdeaCrawl's catalog whose problem space overlaps this trend, ranked by similarity.

10 validated ideas matched to this trend space

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Opportunity Radar

Five real signals blended into one shape: patent activity, academic interest, how early the market still is, sector reach, and matched-idea volume. A bigger, more balanced shape means the opportunity is strong across the board, not just on one axis.

Axis 1
Axis 2
Axis 3
Axis 4
Axis 5

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Signal Origin Timeline

Every real-world signal - patent filing, academic paper, developer activity, or editorial coverage - that fed this trend's momentum score, most recent first.

  • Editorial Wikipedia Attention +42.9% 30 items Wikimedia Pageviews Sep 23, 2026
  • Academic Technical Report +13.8% 0 items OpenAlex Sep 22, 2026
  • Academic Academic Paper +0.0% 1 item arXiv Sep 21, 2026
  • Corporate GitHub Trending +500.0% 0 items GitHub Search Sep 21, 2026
  • Academic Technical Report +13.6% 0 items OpenAlex Sep 21, 2026
  • Government Patent +38.0% 216 items G06F PatentsView Sep 11, 2026
  • Government Patent +18.0% 123 items G06F PatentsView Sep 11, 2026
  • Academic Academic Paper +23.0% 285 items G06F Semantic Scholar Sep 4, 2026
  • Academic Academic Paper +36.0% 323 items G06F Semantic Scholar Sep 4, 2026
  • Corporate GitHub Trending +16.0% 20 items G06F OSS Insight Aug 28, 2026
  • Corporate GitHub Trending +53.0% 387 items G06F OSS Insight Aug 28, 2026
  • Editorial Editorial +30.0% 169 items G06F TrendWatching Aug 21, 2026
  • Editorial Editorial +43.0% 268 items G06F TrendWatching Aug 21, 2026
  • Government Technical Report +79.0% 337 items G06F McKinsey Aug 14, 2026
  • Government Technical Report +40.0% 264 items G06F McKinsey Aug 14, 2026
  • Academic Patent +62.0% 52 items G06F PatentsView Aug 7, 2026
  • Academic Patent +68.0% 235 items G06F PatentsView Aug 7, 2026
  • Corporate Academic Paper +56.0% 230 items G06F Semantic Scholar Jul 31, 2026
  • Corporate Academic Paper +62.0% 87 items G06F Semantic Scholar Jul 31, 2026
  • Editorial GitHub Trending +67.0% 291 items G06F OSS Insight Jul 24, 2026
  • Editorial GitHub Trending +70.0% 188 items G06F OSS Insight Jul 24, 2026
  • Government Editorial +64.0% 337 items G06F TrendWatching Jul 17, 2026
  • Government Editorial +58.0% 308 items G06F TrendWatching Jul 17, 2026
  • Academic Technical Report +35.0% 78 items G06F McKinsey Jul 10, 2026
  • Academic Technical Report +48.0% 48 items G06F McKinsey Jul 10, 2026
  • Corporate Patent +56.0% 173 items G06F PatentsView Jul 3, 2026
  • Corporate Patent +61.0% 259 items G06F PatentsView Jul 3, 2026
  • Editorial Academic Paper +47.0% 232 items G06F Semantic Scholar Jun 26, 2026
  • Editorial Academic Paper +51.0% 20 items G06F Semantic Scholar Jun 26, 2026

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Convergence Map

Other trends this one enables, competes with, converges with, or depends on - how this trend fits into the wider trend landscape, not just its own numbers.

Rescued Opportunities

Startups that shut down chasing a similar pain point - what they proved was real, and why the timing may be different now that this trend has momentum.

Institutional Heat Map

Signal volume by publisher type, quarter by quarter - darker cells mean more activity from that source in that quarter, so you can see which institutions are driving this trend and whether that's accelerating.

Less More
Publisher type 2026 Q3 2026 Q2
Academic
9
Corporate
7
Government
6
Standards Body
Editorial
5
2

Upgrade to see the full 12-quarter heat map history.

Sci-Fi DNA

Science fiction works that predicted this trend's underlying concepts before the real-world signals existed - cultural reach measures how widely each prediction was actually seen.

First predicted in fiction as early as 1982, roughly 44 years ahead of real-world signals.

Year Concept Cultural reach
1982 score locked
1995
Networked ambient intelligence grid

Ghost in the Shell

Early Market
score locked
2013 score locked
2021
Neural Simulation Mind Sharing

Demonic (2021 film)

Emerging
score locked
2021
Bi-Ferious Neural Interface

Demonic (2021 film)

Emerging
score locked
2021 score locked
2021 score locked
2021 score locked
2021
Virtual reality server-based metaverse environment

Space Jam: A New Legacy

Early Market
score locked
2021 score locked
2021
Dynamic real-time virtual avatar generation

Space Jam: A New Legacy

Emerging
score locked
2021 score locked
2021
Biometric Avatar Generation AI

Belle (2021 film)

Emerging
score locked
2021 score locked
2021
Biological data processing Mentats

Dune (2021 film)

Emerging
score locked
2021 score locked
2021 score locked
2021
Superintelligent autonomous AI virtual assistant

The Mitchells vs. the Machines

Early Market
score locked
2021
Networked infrastructure control by rogue AI

The Mitchells vs. the Machines

Emerging
score locked
2021 score locked
2021 score locked
2021 score locked
2021 score locked
2021
Intertemporal matter transport portal

The Tomorrow War

Emerging
score locked
2021
Automated temporal tethering vambrace

The Tomorrow War

Emerging
score locked
2021
Full sensory memory data storage

Reminiscence (2021 film)

Emerging
score locked
2021
Subjective memory playback and immersion

Reminiscence (2021 film)

Emerging
score locked
2021
Invasive legal memory confession retrieval

Reminiscence (2021 film)

Emerging
score locked

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Market Map

Every sector's use cases plotted against how far along they are - Emerging through Mainstream - so you can see at a glance where the whitespace actually is.

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Frequently Asked Questions

A gap is a real use case for this trend within that sector where we found no confirmed company already building it - shown in amber, distinct from use cases with known company examples.

Each company example is a real, named company we identified as operating in that specific use case - not a generic industry placeholder.

A trend doesn't apply evenly everywhere - sectors are only listed here when we found genuine intersection between this trend and real activity in that sector, so the count reflects actual reach, not a fixed quota.