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HYBSIS Intelligence

Data-driven intelligence on the infrastructure behind AI.

Analytical products built on one shared, sourced dataset. Every figure is traceable to its source; every signal states how it was derived; every prediction is dated and kept on record.

Products

NeoCloud Intelligence

Beta

Track the companies building the emerging GPU-cloud and AI infrastructure layer.

Companies tracked

24

Projects tracked

28

Events recorded

48

HQ countries

6

Market map — by headquarters region

Open NeoCloud Intelligence

AI Data Centres

In development

Campus-level tracking of AI data-centre developments, capacity and delivery status.

Power & Grid

In development

Energy procurement, grid interconnection and generation strategies behind AI capacity.

Latest developments

Updated 1 Nov 2026, 11:54 UTC

  1. 1 Nov 2026 GPU

    NVIDIA Updates Rubin GPU Specs as First Production Hardware Arrives

    As production hardware starts shipping, NVIDIA has updated some of the specifications for its Rubin GPU platforms The post NVIDIA Updates Rubin GPU Specs as First Production Hardware Arrives appeared first on ServeTheHome .

    ServeTheHome

  2. 1 Nov 2026 Data Centre

    Beyond the grid: the maintenance challenges putting the data center boom at risk

    Building maintenance needs more attention

    DatacenterDynamics

  3. 31 Oct 2026 Data Centre

    Europe’s AI ambitions are hitting a power bottleneck

    Data center demand is surging, but outdated grid infrastructure is preventing Europe from making full use of renewable energy

    DatacenterDynamics

  4. 31 Oct 2026 Data Centre

    Sponsored: One security strategy. Four different data center realities.

    The strongest data center security strategies do not deploy identical controls everywhere

    DatacenterDynamics

  5. 30 Oct 2026 Data Centre

    Nebius and AIB sign 12 year agreement for 50 MW AI data center capacity

    Nebius, an AI infrastructure provider, has agreed to lease 50 MW of IT capacity from AIB Data Centers Ltd (AIB), a digital infrastructure developer and operator, under a 12 year contract, adding infrastructure in the southeastern United States for its AI cloud operations. The agreement addresses a key…

    W.Media

  6. 30 Oct 2026 Data Centre

    PowerBank partner signs first lease for US$ 7.16 million modular data center in Ontario

    PowerBank Corporation, an independent energy developer and asset owner in North America, has announced that its joint development partner has executed the first lease and is developing a 2 MW modular data center in Ontario, Canada. This is the first of several sites where PowerBank and its partner plan to develop…

    W.Media

  7. 30 Oct 2026 Data Centre

    Macquarie to acquire major shareholdings in South Korea’s Gabia and KINX

    Macquarie Asset Management (Macquarie), an Australian multinational investment banking and financial services group, is set to acquire controlling stakes in South Korean IT infrastructure provider Gabia and its subsidiary KINX after agreeing to buy shares from their major shareholders. According to a company press…

    W.Media

  8. 30 Oct 2026 Data Centre

    DayOne signs MoU with Sembcorp to integrate power and energy solutions across APAC data centers

    Part of the company’s Bring Your Own Power initiative

    DatacenterDynamics

  9. 30 Oct 2026 Data Centre

    PowerBank plans 2MW modular data center in Ontario, Canada

    Signs first lease with AI cloud partner

    DatacenterDynamics

  10. 30 Oct 2026 Data Centre

Recorded NeoCloud events

  1. 18 Sept 2026 · ipo

    Nscale — IPO (S-1 filed) (announced) Shares and price range not yet determined. Lead bookrunners Goldman Sachs, J.P. Morgan, Morgan Stanley.

  2. 17 Sept 2026 · equity

    Crusoe — Series F (initial close)

  3. 3 Sept 2026 · equity

    Crusoe — Series F (reported) (reported discussion)

  4. 3 Sept 2026 · equity

    Fluidstack — Series B

  5. 28 Aug 2026 · equity

    Lambda — Pre-IPO round (reported talks) (reported discussion) Bloomberg-reported; 'up to $3B at $12B or more'.

NeoCloud financing, listing & M&A events by year

Counts of recorded financing, listing and M&A events. Amounts shown only where a source reports them.

Table view
CategoryValue
20245
202516
202627

HYBSIS Market Signals

Evidence-based indicators computed from collected news, curated observations and structured events. Direction compares evidence in the last 90 days with the 90 days before; nothing here is a forecast.

Computed 1 Nov 2026, 11:55 UTC

GPU Compute Demand

Rising

Announcements of GPU capacity purchases, reservations and cluster build-outs.

Strength
strong
Confidence
high
Observations
55
Latest evidence
29 Oct 2026
How this was derived

39 matching item(s) in the last 90 days vs 0 in the previous 90 days, from 8 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

AI Data Centre Capacity

Rising

New AI data-centre campuses, expansions and capacity announcements.

Strength
strong
Confidence
high
Observations
610
Latest evidence
1 Nov 2026
How this was derived

588 matching item(s) in the last 90 days vs 3 in the previous 90 days, from 10 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

NeoCloud Capacity

Rising

Capacity expansion announced by tracked NeoCloud providers.

Strength
strong
Confidence
high
Observations
152
Latest evidence
30 Oct 2026
How this was derived

135 matching item(s) in the last 90 days vs 1 in the previous 90 days, from 7 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

GPU Generation Transition

Rising

Adoption of newer accelerator generations across providers.

Strength
strong
Confidence
high
Observations
40
Latest evidence
1 Nov 2026
How this was derived

33 matching item(s) in the last 90 days vs 0 in the previous 90 days, from 5 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

AI Infrastructure Funding

Rising

Equity, debt and public-market financing for AI infrastructure.

Strength
strong
Confidence
high
Observations
139
Latest evidence
30 Oct 2026
How this was derived

100 matching item(s) in the last 90 days vs 6 in the previous 90 days, from 22 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

Liquid Cooling Adoption

Rising

Deployments and products using direct-to-chip or immersion liquid cooling.

Strength
strong
Confidence
high
Observations
31
Latest evidence
30 Oct 2026
How this was derived

30 matching item(s) in the last 90 days vs 0 in the previous 90 days, from 5 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

Power Availability

Rising

Power procurement, PPAs, on-site generation and energy partnerships for data centres.

Strength
strong
Confidence
high
Observations
58
Latest evidence
31 Oct 2026
How this was derived

52 matching item(s) in the last 90 days vs 1 in the previous 90 days, from 7 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

Grid Capacity Pressure

Rising

Grid interconnection queues, moratoria, and utility constraints affecting data centres.

Strength
strong
Confidence
high
Observations
72
Latest evidence
1 Nov 2026
How this was derived

71 matching item(s) in the last 90 days vs 0 in the previous 90 days, from 6 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

AI Network Bandwidth Demand

Rising

Advances and deployments in AI fabrics, optics and interconnect.

Strength
strong
Confidence
high
Observations
21
Latest evidence
29 Oct 2026
How this was derived

20 matching item(s) in the last 90 days vs 0 in the previous 90 days, from 6 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

Sovereign AI Infrastructure

Rising

National or regional AI infrastructure programmes and sovereign compute.

Strength
strong
Confidence
high
Observations
60
Latest evidence
30 Oct 2026
How this was derived

56 matching item(s) in the last 90 days vs 0 in the previous 90 days, from 7 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

NeoCloud Consolidation

Rising

Mergers, acquisitions and strategic combinations among AI infrastructure providers.

Strength
strong
Confidence
high
Observations
27
Latest evidence
30 Oct 2026
How this was derived

20 matching item(s) in the last 90 days vs 1 in the previous 90 days, from 5 distinct source(s). Rising/falling requires a ≥1.5× change and a difference of at least 2.

Technology adoption trend

Technology mentions in collected intelligence, by quarter
  • Liquid cooling
  • Rack-scale systems
  • Next-gen accelerators
  • AI Ethernet
  • Dedicated power
0 7.5 15 22.5 30 2024-Q1 2025-Q2 2026-Q1 2026-Q4 Liquid cooling · 2024-Q1: 1 Liquid cooling · 2025-Q1: 0 Liquid cooling · 2025-Q2: 0 Liquid cooling · 2025-Q4: 0 Liquid cooling · 2026-Q1: 0 Liquid cooling · 2026-Q3: 6 Liquid cooling · 2026-Q4: 22 Rack-scale systems · 2024-Q1: 1 Rack-scale systems · 2025-Q1: 0 Rack-scale systems · 2025-Q2: 0 Rack-scale systems · 2025-Q4: 1 Rack-scale systems · 2026-Q1: 0 Rack-scale systems · 2026-Q3: 3 Rack-scale systems · 2026-Q4: 7 Next-gen accelerators · 2024-Q1: 1 Next-gen accelerators · 2025-Q1: 1 Next-gen accelerators · 2025-Q2: 0 Next-gen accelerators · 2025-Q4: 4 Next-gen accelerators · 2026-Q1: 1 Next-gen accelerators · 2026-Q3: 6 Next-gen accelerators · 2026-Q4: 27 AI Ethernet · 2024-Q1: 0 AI Ethernet · 2025-Q1: 0 AI Ethernet · 2025-Q2: 1 AI Ethernet · 2025-Q4: 0 AI Ethernet · 2026-Q1: 0 AI Ethernet · 2026-Q3: 1 AI Ethernet · 2026-Q4: 2 Dedicated power · 2024-Q1: 0 Dedicated power · 2025-Q1: 0 Dedicated power · 2025-Q2: 0 Dedicated power · 2025-Q4: 0 Dedicated power · 2026-Q1: 0 Dedicated power · 2026-Q3: 0 Dedicated power · 2026-Q4: 14

Count of collected items mentioning each technology — a proxy for attention, not deployment volume.

Table view
Period Liquid coolingRack-scale systemsNext-gen acceleratorsAI EthernetDedicated power
2024-Q1 11100
2025-Q1 00100
2025-Q2 00010
2025-Q4 01400
2026-Q1 00100
2026-Q3 63610
2026-Q4 22727214