Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3943 data fresh
VIX The Intelligent Venture Terminal beta

Scale AI

fresh

Scale AI

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Data engine for frontier AI — labeling, RLHF and evaluation infrastructure for model builders and governments. claimed

fresh · evidence today 12 sources no confidence data
51/100
Venture signal
scored above 36% of unstaged peers stage unparsed
Outlook Stable
Why this score? ↓
Funding
$1B
2025-06
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings

Composite signal v0 28 ±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. 9 signals in the last 60 days back this number.

New infrastructure surfaces

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

api.jason-gcp.azure.workspace.egp.scale.com product surface 04-02 app.jason-gcp.azure.workspace.egp.scale.com product surface 04-02 api.scale.com product surface 03-29 dashboard.scale.com product surface 03-29 api.test-gcp.azure.workspace.egp.scale.com product surface 03-27 app.test-gcp.azure.workspace.egp.scale.com product surface 03-27 console.scale.com product surface 03-13 api.agent-workshop.dashboard.scale.com product surface 03-13 console.dashboard.scale.com product surface 03-12 api.egp.scale.com product surface 03-11 api.sensorfusion.scale.com product surface 03-10 api.ada.scale.com product surface 02-27

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_magnitude (30% of the score).

9 independent sources 1 promoted signal latest signal 2026-08-06 inspect the evidence →

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

5 claims on record 0 verified 0 contradicted 5 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.

Intelligence signals registry · promoted

Cross-source signals that survived the scoring gauntlet or were hand-curated. ✓ verified = bound to an exact transcript passage with a voiceprint-confirmed speaker.

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
51/100
Founder self-assessment claimed
11/100
Investor ratings opinion
Expert ratings opinion
Rate this company Investor or expert role required
/5 · 0 investors

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VIX signals 30 hard signals across 4 sources

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 →

What people are saying 4 signals from 0 voices
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
strategic observed
Timeline 1 events
  1. 2025-06 strategic · $14.3B · Led by Meta

Evidence & scoring

Why this score? none_required

VentureSignalScore 51/100 for scale-ai, composed from 2 of 4 components (index v0 cross-signal), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0 0
funding_magnitude 0.3 1 0.3

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. rumor Vercel Closes Series F at $9.3B Valuation to Scale the AI Cloud ↗
  2. rumor Modular Raises $250M to Scale AI's Unified Compute Layer ↗
  3. rumor Meta to pay $15B to acquire 49% stake in Scale AI/hire Scale CEO ↗
  4. reported $1B reported (strategic) ↗
  5. rumor Scale AI Lays Off 1300 Workers via Email with No Warning ↗
  6. rumor Scale AI Raises $1B Series F ↗
  7. rumor Anthropic Raises $450M in Series C Funding to Scale Reliable AI Products ↗
  8. rumor Scale AI Layoff ↗
  9. rumor Data-labeling company Scale AI is worth $7.3B after new funding round ↗
  10. rumor Scale AI closed its series D funding ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$1B strategic
announced 2025-06 · 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.

Federal contracts USAspending · public record

Realized federal award records for this company — a verifiable, dollar-denominated government signal. Recipient name matched with high confidence; figures are per-award totals from USAspending.gov.

Community chatter Hacker News · Tier 3 · unverified manip. risk high · 0.76

Gray-market attention, not quality. 50+ HN mentions (peak 470 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: 2 recent unverified rumors circulating · heavy gray-market attention · no primary-source corroboration. ▲ 470 Meta invests $14.3B in Scale AI to kick-start superintelligence lab 2025-06-13 ↗

Raw observations 319 records
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "Scale AI is a data engine for frontier AI, offering labeling, RLHF, and evaluation infrastructure for model builders and governments.", "quote": "Data engine for frontier AI — l observed artifact ↗ 2026-08-16 promoted 0.50
common_name Scale AI observed artifact ↗ 2026-08-07 normalized 0.90
community.hn.max_points 470 observed artifact ↗ 2026-08-16 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-08-16 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=45362974", "title": "Modular Raises $250M to Scale AI's Unified Compute Layer", "points": 17, "created_at": "2025-09-24", "evidence_type": "rumor", "veri observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=45362974", "title": "Modular Raises $250M to Scale AI's Unified Compute Layer", "points": 17, "created_at": "2025-09-24", "evidence_type": "rumor", "veri observed artifact ↗ 2025-09-30 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=45362974", "title": "Modular Raises $250M to Scale AI's Unified Compute Layer", "points": 17, "created_at": "2025-09-24", "evidence_type": "rumor", "veri observed artifact ↗ 2025-09-30 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=45362974", "title": "Modular Raises $250M to Scale AI's Unified Compute Layer", "points": 17, "created_at": "2025-09-24", "evidence_type": "rumor", "veri observed artifact ↗ 2025-09-30 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44268197", "title": "Meta invests $14.3B in Scale AI to kick-start superintelligence lab", "points": 470, "created_at": "2025-06-13"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44268197", "title": "Meta invests $14.3B in Scale AI to kick-start superintelligence lab", "points": 470, "created_at": "2025-06-13"} observed artifact ↗ 2025-06-13 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44268197", "title": "Meta invests $14.3B in Scale AI to kick-start superintelligence lab", "points": 470, "created_at": "2025-06-13"} observed artifact ↗ 2025-06-13 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44268197", "title": "Meta invests $14.3B in Scale AI to kick-start superintelligence lab", "points": 470, "created_at": "2025-06-13"} observed artifact ↗ 2025-06-13 normalized 0.20
description Data engine for frontier AI — labeling, RLHF and evaluation infrastructure for model builders and governments. observed curated 2026-08-07 normalized 0.80
domain scale.com observed curated 2026-08-07 normalized 0.80
funding.round.amount_usd 14300000000 observed artifact ↗ 2026-08-07 normalized 0.90
funding.round.amount_usd 1000000000 observed artifact ↗ 2024-10-11 normalized 0.50
funding.round.announced_on 2025-06 observed artifact ↗ 2026-08-07 normalized 0.90
funding.round.lead_investors ["Meta"] observed artifact ↗ 2026-08-07 normalized 0.90
funding.round.source_url https://scale.com/blog observed artifact ↗ 2026-08-07 normalized 0.90
funding.round.stage strategic observed artifact ↗ 2026-08-07 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 12, "source_id": "01M04J8T5BHEATH0SAQDKBWKN7", "trigger_path": "accumulation_gate", "collector_count": 3, "artifact_collector": "funding_intake"} observed artifact ↗ 2026-08-16 normalized 0.60
metric.venture.funding_amount_usd 14300000000 derived calc 2026-08-07 superseded 0.90
metric.venture.funding_amount_usd 1000000000 derived calc 2026-08-17 derived 0.50
metric.venture.funding_recency_days 432.9923 derived calc 2026-08-07 superseded 0.90
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