Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3942 ● data fresh
VIX The Intelligent Venture Terminal beta

hosted·ai

fresh

hosted·ai

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Build profitable AI clouds. Monetize GPU infrastructure. Ultra efficient GPUaaS, optimized GPU utilization, capacity sharing, 5x more revenue & margin per GPU. observed

fresh · evidence today 10 sources no confidence data

In: AI inference & serving

33.2/100
Venture signal
scored above 34% of pre-seed peers
Outlook Stable
Why this score? ↓
Funding
$19M
2026-03-19
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings

New infrastructure surfaces

Subdomains appearing in public certificate-transparency logs — infrastructure standing up, dated at detection. Intent labels are deterministic (token map), not guessed.

staging.help.hosted.ai launch prep 07-27

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (10% of the score).

7 independent sources 0 promoted signals inspect the evidence →

The skeptic's read what this company has said, judged against what happened

8 claims on record 0 verified 0 contradicted 8 still unproven

Unproven ≠ false — it means the deadline or the evidence hasn't arrived. Nothing here is editorial: every count is a ledger row you can open on the Proof page.

Evaluation

How it's evaluated Four independent layers ▾

No single number decides. Layers can disagree — that's the point. New to this? →

Platform score derived
33/100
Founder self-assessment claimed
11/100
Investor ratings opinion
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Expert ratings opinion
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Rate this company Investor or expert role required ▾
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VIX signals 1 hard signal across 1 source ▾

The platform's own early signals for this company — hard-to-fake, and where one preceded a real raise, the measured lead.

See the full track record →

Technology No signals collected yet ▾
No technology data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Team & hiring No signals collected yet ▾
No team & hiring data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Market & funding stage 1 of 3 signals present ▾
Funding stage
not provided
Lifecycle stage
not provided
Latest round stage
seed observed stale
Timeline 1 events ▾
  1. 2026-03-19 seed · $19M · Led by Creandum

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 33.2/100 for hosted-ai, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.5105 0.1021
funding_magnitude 0.3 0.3115 0.0934

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$19M seed
announced 2026-03-19 · source ↗
Filed reality · Tier 0 · SEC
No SEC Form D on record.

An evidence gap, not proof of falsity: Form D is not always required (foreign offerings, certain exemptions) or may not be filed yet.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.2

Gray-market attention, not quality. 50+ HN mentions (peak 802 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: heavy gray-market attention. ▲ 802 Baserow.io – Self-hosted Airtable alternative 2021-03-13 ↗

Raw observations 368 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "hosted-ai fixes the GPU waste problem in neoclouds.", "quote": "Neoclouds have a GPU waste problem. We fix it.", "topic": "GPU waste problem", "section": 0}, {"claim": "hosted-a observed artifact ↗ 2026-07-20 promoted 0.50
common_name hosted·ai observed artifact ↗ 2026-07-14 normalized 0.90
common_name hosted·ai observed artifact ↗ 2026-07-14 normalized 0.60
common_name hosted·ai observed curated 2026-07-16 normalized 0.95
community.hn.max_points 802 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=26448985", "title": "Baserow.io – Self-hosted Airtable alternative", "points": 802, "created_at": "2021-03-13"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=26448985", "title": "Baserow.io – Self-hosted Airtable alternative", "points": 802, "created_at": "2021-03-13"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=26448985", "title": "Baserow.io – Self-hosted Airtable alternative", "points": 802, "created_at": "2021-03-13"} observed artifact ↗ 2021-03-13 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=26448985", "title": "Baserow.io – Self-hosted Airtable alternative", "points": 802, "created_at": "2021-03-13"} observed artifact ↗ 2021-03-13 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=26448985", "title": "Baserow.io – Self-hosted Airtable alternative", "points": 802, "created_at": "2021-03-13"} observed artifact ↗ 2021-03-13 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=26448985", "title": "Baserow.io – Self-hosted Airtable alternative", "points": 802, "created_at": "2021-03-13"} observed artifact ↗ 2021-03-13 normalized 0.20
description Build profitable AI clouds. Monetize GPU infrastructure. Ultra efficient GPUaaS, optimized GPU utilization, capacity sharing, 5x more revenue & margin per GPU. observed artifact ↗ 2026-07-14 normalized 0.70
domain hosted.ai observed artifact ↗ 2026-07-14 normalized 0.95
funding.round.amount_usd 19000000 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.announced_on 2026-03-19 observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.lead_investors ["Creandum"] observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/03/19/hosted-ai-raises-19m-pool-gpu-capacity-increasing-efficiency-neocloud-infrastructure/ observed artifact ↗ 2026-07-14 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-07-14 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 17, "source_id": "01KXZKYNF2H6GJPYEN5D4GCKCZ", "trigger_path": "accumulation_gate", "collector_count": 4, "artifact_collector": "website_collector"} observed artifact ↗ 2026-07-20 normalized 0.60
index.ai_tie AI_ADJACENT observed classify 2026-07-25 derived 0.60
metric.venture.funding_amount_usd 19000000 derived calc 2026-07-14 derived 0.90
metric.venture.funding_recency_days 117.5764 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 117.5777 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 117.6306 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 117.6339 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 117.6786 derived calc 2026-07-14 superseded 0.90
metric.venture.funding_recency_days 119.1617 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 119.3333 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 119.3402 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 119.4789 derived calc 2026-07-16 superseded 0.90
metric.venture.funding_recency_days 121.9568 derived calc 2026-07-18 superseded 0.90
metric.venture.funding_recency_days 123.4712 derived calc 2026-07-20 superseded 0.90
metric.venture.funding_recency_days 127.2519 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 127.6171 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 127.9739 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 128.0554 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 128.0651 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 128.0721 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 128.0725 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 128.0742 derived calc 2026-07-25 superseded 0.90
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metric.venture.funding_recency_days 128.0789 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 128.0809 derived calc 2026-07-25 superseded 0.90
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metric.venture.funding_recency_days 128.1123 derived calc 2026-07-25 superseded 0.90
metric.venture.funding_recency_days 142.7813 derived calc 2026-08-08 superseded 0.90
metric.venture.funding_recency_days 150.2552 derived calc 2026-08-16 superseded 0.90
metric.venture.funding_recency_days 150.7053 derived calc 2026-08-16 superseded 0.90
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metric.venture.funding_recency_days 151.25 derived calc 2026-08-17 superseded 0.90
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metric.venture.funding_recency_days 152.0063 derived calc 2026-08-18 superseded 0.90
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metric.venture.funding_recency_days 153.0256 derived calc 2026-08-19 superseded 0.90
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