Companies108 Funding$41.6B Rounds77 ▼1 mo Investors75 Eng roles4338 ● updated 8m ago
VIX The Intelligent Venture Terminal beta

AIUC

current — rebuilt 8m ago

AIUC

☆ Watch

Begin auditing frontier models observed

fresh · evidence today 8 sources no confidence data
52.4/100
Venture signal
scored above 32% of unstaged peers stage unparsed
Outlook Stable
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Not recorded

    No person- or entity-level identity check is on record for this company. A name match is not one.

  2. 2 Evidence sufficient to publish Yes

    The inclusion bar: two or more independent sourced evidence families. This profile is published and listed. It is a statement about how much evidence we hold, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Not established

    We have not established fit. That is not a soft no and not a soft yes — it is unknown, and it is never counted as a qualified prospect.

    UNKNOWN (not a soft no, never counted as qualified). Blocker: No source states a band-bearing stage for any financing event we hold.

    Venture backing: not found · Stage band: UNKNOWN — No source states a band-bearing stage for any financing event we hold.

    What would overturn this:

    Assessed 2026-10-24 for seed/Series-A sourcing.

Funding
$40M
2026-09-15
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
not checked
homepage

Composite signal v0 16 ±23 · 2 components

Five evidence lanes (activity, capital, infra, hiring, ecosystem) as within-cohort percentiles, combined with evidence-breadth weights over the 60-company baseline cohort. The ± band widens with missing lanes — it measures what the score stands on. 3 signals in the last 60 days back this number.

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (18% of the score).

↓ Scored on 2 of 4 components — adoption, developer had no computable metric.

5 independent sources 0 promoted signals inspect the evidence →

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
52/100
Founder self-assessment claimed
8/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
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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
unknown observed
Timeline 1 events ▾
  1. 2026-09-15 unknown · $40M

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 52.4/100 for aiuc, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.8812 0.1762
funding_magnitude 0.3 0.4408 0.1322

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. rumor AIUC raises $40M Series A to build confidence infrastructure for frontier AI ↗
  2. reported $40M reported (unknown) ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$40M unknown
announced 2026-09-15 · 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.

Financing events four different events, four different dates

A first sale, a filing, an amendment and a public announcement are not the same event, and one date may not stand in for another. Where the latest financing date cannot be established from what we hold, this says unknown rather than substituting a date we do have.

Latest established financing date
2026-09-15
Money moved on or after
2026-09-15
Total reported by
not established
Basis
reported round

A reported round dated 2026-09-15 by its own source.

Community chatter Hacker News · Tier 3 · unverified manip. risk elevated · 0.27

Gray-market attention, not quality. 6+ HN mentions (peak 10 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: no primary-source corroboration. ▲ 10 Lovable is the first coding agent platform to adopt AIUC-1 (SoC-2 for AI Agents) 2026-05-12 ↗

Raw observations 216 records ▾
AttributeValueKindSourceObservedStateConf.
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "method": "Backlog pass 2026-10-24: applied the record_buyer_fit.ts fit rule to this company's held primary-source financing evidence (funding.round.* / sec.form_d. observed assessment 2026-10-24 normalized 0.90
buyer_fit.status unknown observed assessment 2026-10-24 normalized 0.90
common_name AIUC observed artifact ↗ 2026-09-28 normalized 0.90
community.hn.max_points 649 observed artifact ↗ 2026-09-30 superseded 0.20
community.hn.max_points 10 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-09-30 superseded 0.20
community.hn.mentions 6 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49725907", "title": "AIUC raises $40M Series A to build confidence infrastructure for frontier AI", "points": 1, "created_at": "2026-09-16", "evidence_ty observed artifact ↗ 2026-09-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49725907", "title": "AIUC raises $40M Series A to build confidence infrastructure for frontier AI", "points": 1, "created_at": "2026-09-16", "evidence_ty observed artifact ↗ 2026-09-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49725907", "title": "AIUC raises $40M Series A to build confidence infrastructure for frontier AI", "points": 1, "created_at": "2026-09-16", "evidence_ty observed artifact ↗ 2026-09-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49725907", "title": "AIUC raises $40M Series A to build confidence infrastructure for frontier AI", "points": 1, "created_at": "2026-09-16", "evidence_ty observed artifact ↗ 2026-09-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49725907", "title": "AIUC raises $40M Series A to build confidence infrastructure for frontier AI", "points": 1, "created_at": "2026-09-16", "evidence_ty observed artifact ↗ 2026-09-16 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=47453942", "title": "France's aircraft carrier located in real time by Le Monde through fitness app", "points": 649, "created_at": "2026-03-20"} observed artifact ↗ 2026-03-20 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48109924", "title": "Lovable is the first coding agent platform to adopt AIUC-1 (SoC-2 for AI Agents)", "points": 10, "created_at": "2026-05-12"} observed artifact ↗ 2026-05-12 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48109924", "title": "Lovable is the first coding agent platform to adopt AIUC-1 (SoC-2 for AI Agents)", "points": 10, "created_at": "2026-05-12"} observed artifact ↗ 2026-05-12 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48109924", "title": "Lovable is the first coding agent platform to adopt AIUC-1 (SoC-2 for AI Agents)", "points": 10, "created_at": "2026-05-12"} observed artifact ↗ 2026-05-12 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48109924", "title": "Lovable is the first coding agent platform to adopt AIUC-1 (SoC-2 for AI Agents)", "points": 10, "created_at": "2026-05-12"} observed artifact ↗ 2026-05-12 normalized 0.20
description Begin auditing frontier models observed derived 2026-10-01 normalized 0.60
funding.round.amount_usd 40000000 observed artifact ↗ 2026-09-15 normalized 0.90
funding.round.announced_on 2026-09-15 observed artifact ↗ 2026-09-15 normalized 0.90
funding.round.lead_investors [] observed artifact ↗ 2026-09-15 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/09/15/ai-agent-certification-startup-aiuc-raises-40m-to-begin-auditing-frontier-models/ observed artifact ↗ 2026-09-15 normalized 0.90
funding.round.stage unknown observed artifact ↗ 2026-09-15 normalized 0.90
metric.venture.funding_amount_usd 40000000 derived calc 2026-09-28 derived 0.90
metric.venture.funding_recency_days 13.9753 derived calc 2026-09-28 superseded 0.90
metric.venture.funding_recency_days 15.6507 derived calc 2026-09-30 superseded 0.90
metric.venture.funding_recency_days 15.7069 derived calc 2026-09-30 superseded 0.90
metric.venture.funding_recency_days 16.3437 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 16.3827 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 16.4723 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 16.628 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 16.7187 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 16.7445 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 16.7857 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 23.8891 derived calc 2026-10-08 superseded 0.90
metric.venture.funding_recency_days 24.3087 derived calc 2026-10-09 superseded 0.90
metric.venture.funding_recency_days 24.3118 derived calc 2026-10-09 superseded 0.90
metric.venture.funding_recency_days 24.5597 derived calc 2026-10-09 superseded 0.90
metric.venture.funding_recency_days 24.8511 derived calc 2026-10-09 superseded 0.90
metric.venture.funding_recency_days 24.9516 derived calc 2026-10-09 superseded 0.90
metric.venture.funding_recency_days 25.0385 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 25.0387 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 25.1265 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 25.2137 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 25.3074 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 25.4188 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 25.5122 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 25.6036 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 25.691 derived calc 2026-10-10 superseded 0.90
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metric.venture.funding_recency_days 25.834 derived calc 2026-10-10 superseded 0.90
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metric.venture.funding_recency_days 26.0215 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 26.1081 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 26.1086 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 26.14 derived calc 2026-10-11 superseded 0.90
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metric.venture.funding_recency_days 27.993 derived calc 2026-10-12 superseded 0.90
metric.venture.funding_recency_days 28.041 derived calc 2026-10-13 superseded 0.90
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metric.venture.funding_recency_days 29.3777 derived calc 2026-10-14 superseded 0.90
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metric.venture.funding_recency_days 31.5871 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 33.5112 derived calc 2026-10-18 superseded 0.90
metric.venture.funding_recency_days 33.609 derived calc 2026-10-18 superseded 0.90
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metric.venture.funding_recency_days 34.0958 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.1925 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.2949 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.3972 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.4949 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.6092 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.7062 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.8036 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.9007 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.998 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 35.129 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 35.2286 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 35.3288 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 35.4301 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 35.5455 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 35.999 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 36.0635 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.1611 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.2556 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.3255 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.4283 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.5328 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.6315 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.7309 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.8298 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.9282 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.9288 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 37.0359 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 37.1349 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 37.2341 derived calc 2026-10-22 superseded 0.90
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metric.venture.funding_recency_days 37.435 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 37.5521 derived calc 2026-10-22 superseded 0.90
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metric.venture.funding_recency_days 38.0544 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 38.1542 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 38.2545 derived calc 2026-10-23 superseded 0.90
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metric.venture.funding_recency_days 38.4741 derived calc 2026-10-23 superseded 0.90
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metric.venture.funding_recency_days 38.6804 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 38.8145 derived calc 2026-10-23 superseded 0.90
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metric.venture.funding_recency_days 40.067 derived calc 2026-10-25 superseded 0.90
metric.venture.funding_recency_days 40.1688 derived calc 2026-10-25 superseded 0.90
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metric.venture.funding_recency_days 42.0183 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 42.2228 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 42.328 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 42.4306 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 42.541 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 42.6439 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 42.7471 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 42.8502 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 42.9532 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 43.0564 derived calc 2026-10-28 superseded 0.90
metric.venture.funding_recency_days 43.1596 derived calc 2026-10-28 superseded 0.90
metric.venture.funding_recency_days 43.3656 derived calc 2026-10-28 derived 0.90
score.venture_signal 55.2 derived calc 2026-09-28 superseded 0.60
score.venture_signal 55 derived calc 2026-09-30 superseded 0.60
score.venture_signal 54.9 derived calc 2026-10-01 superseded 0.60
score.venture_signal 54.3 derived calc 2026-10-08 superseded 0.60
score.venture_signal 54.2 derived calc 2026-10-09 superseded 0.60
score.venture_signal 54.1 derived calc 2026-10-10 superseded 0.60
score.venture_signal 54 derived calc 2026-10-11 superseded 0.60
score.venture_signal 53.9 derived calc 2026-10-12 superseded 0.60
score.venture_signal 53.8 derived calc 2026-10-13 superseded 0.60
score.venture_signal 53.7 derived calc 2026-10-14 superseded 0.60
score.venture_signal 53.6 derived calc 2026-10-15 superseded 0.60
score.venture_signal 53.5 derived calc 2026-10-16 superseded 0.60
score.venture_signal 53.4 derived calc 2026-10-18 superseded 0.60
score.venture_signal 53.3 derived calc 2026-10-18 superseded 0.60
score.venture_signal 53.2 derived calc 2026-10-19 superseded 0.60
score.venture_signal 53.1 derived calc 2026-10-20 superseded 0.60
score.venture_signal 53 derived calc 2026-10-21 superseded 0.60
score.venture_signal 52.9 derived calc 2026-10-22 superseded 0.60
score.venture_signal 52.8 derived calc 2026-10-23 superseded 0.60
score.venture_signal 52.7 derived calc 2026-10-25 superseded 0.60
score.venture_signal 52.6 derived calc 2026-10-26 superseded 0.60
score.venture_signal 52.5 derived calc 2026-10-27 superseded 0.60
score.venture_signal 52.4 derived calc 2026-10-28 derived 0.60
sector emerging derived calc 2026-10-01 normalized 0.50