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

Chai Discovery

fresh

Chai Discovery

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Building frontier artificial intelligence to predict and reprogram the interactions between biochemical molecules. observed

fresh · evidence today 11 sources no confidence data
76/100
Venture signal
scored above 85% of growth peers
Outlook Stable
Why this score? ↓
Funding
$400M
2026-07-14
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.

app.chaidiscovery.com product surface 07-31 staging.app.chaidiscovery.com launch prep 07-30 dev.app.chaidiscovery.com product surface 07-10 staging.awsapp.chaidiscovery.com launch prep 08-24 dev.awsapp.chaidiscovery.com 08-23 api.chaidiscovery.com product surface 07-31

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_magnitude (39% 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 1 verified 0 contradicted 7 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
76/100
Founder self-assessment claimed
11/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
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VIX signals 6 hard signals 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
series_c observed stale
Timeline 1 events ▾
  1. 2026-07-14 series_c · $400M

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 76/100 for chai-discovery, composed from 2 of 3 components (biotech formula), discounted ×0.907 for 69% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.23 0.8337 0.1918
funding_magnitude 0.46 0.8408 0.3868

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. rumor Chai Discovery nabs $400M Series C as AI-designed antibodies reach Big Pharma ↗
  2. rumor Chai Discovery, an A.I. Drug Startup, Raises $400M ↗
  3. reported $400M reported (series c) ↗
  4. rumor OpenAI-Backed Chai Discovery Raises $130M for AI-Designed Molecules ↗
  5. rumor OpenAI-backed Chai raises $70M for AI-driven drug discovery ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$400M series c
announced 2026-07-14 · 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 high · 0.82

Gray-market attention, not quality. 16+ HN mentions (peak 270 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: 3 recent unverified rumors circulating · no primary-source corroboration. ▲ 270 Chai-1: Decoding the molecular interactions of life 2024-09-10 ↗

Raw observations 355 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "Chai Discovery builds a computer-aided design suite for molecules, using AI models that learn the foundations of biochemical structure and interaction to enable scientists to de observed artifact ↗ 2026-08-16 promoted 0.50
ai.technical.assessment {"council": {"dissent": false, "members": [{"agent": "technical_specialist", "domain": "technical", "signal": 0, "signal_source": "model"}, {"agent": "product_docs_specialist", "domain": "product_docs derived council 2026-07-24 superseded 0.03
ai.technical.assessment {"council": {"dissent": false, "members": [{"agent": "technical_specialist", "domain": "technical", "signal": 0.1, "signal_source": "model"}, {"agent": "product_docs_specialist", "domain": "product_do derived council 2026-07-25 promoted 0.07
common_name Chai Discovery observed artifact ↗ 2026-07-24 normalized 0.90
common_name Chai Discovery observed artifact ↗ 2026-07-24 normalized 0.60
community.hn.max_points 864 observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.max_points 270 observed artifact ↗ 2026-08-24 normalized 0.20
community.hn.mentions 15 observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.mentions 14 observed artifact ↗ 2026-08-24 superseded 0.20
community.hn.mentions 16 observed artifact ↗ 2026-09-07 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=48909219", "title": "Chai Discovery, an A.I. Drug Startup, Raises $400M", "points": 2, "created_at": "2026-07-14", "evidence_type": "rumor", "verificatio observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=48909219", "title": "Chai Discovery, an A.I. Drug Startup, Raises $400M", "points": 2, "created_at": "2026-07-14", "evidence_type": "rumor", "verificatio observed artifact ↗ 2026-07-17 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=48909219", "title": "Chai Discovery, an A.I. Drug Startup, Raises $400M", "points": 2, "created_at": "2026-07-14", "evidence_type": "rumor", "verificatio observed artifact ↗ 2026-07-17 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=48909219", "title": "Chai Discovery, an A.I. Drug Startup, Raises $400M", "points": 2, "created_at": "2026-07-14", "evidence_type": "rumor", "verificatio observed artifact ↗ 2026-07-17 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=49184755", "title": "Changes at Google DeepMind: Demis Hassabis from CEO to Chair, Jeff Dean departs", "points": 864, "created_at": "2026-08-05"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=41506157", "title": "Chai-1: Decoding the molecular interactions of life", "points": 270, "created_at": "2024-09-10"} observed artifact ↗ 2024-09-10 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=41506157", "title": "Chai-1: Decoding the molecular interactions of life", "points": 270, "created_at": "2024-09-10"} observed artifact ↗ 2024-09-10 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=41506157", "title": "Chai-1: Decoding the molecular interactions of life", "points": 270, "created_at": "2024-09-10"} observed artifact ↗ 2024-09-10 normalized 0.20
description Building frontier artificial intelligence to predict and reprogram the interactions between biochemical molecules. observed artifact ↗ 2026-07-24 normalized 0.70
domain chaidiscovery.com observed artifact ↗ 2026-07-24 normalized 0.95
funding.round.amount_usd 400000000 observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.announced_on 2026-07-14 observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.lead_investors [] observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/07/14/chai-discovery-nabs-400m-series-c-ai-designed-antibodies-reach-big-pharma/ observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.stage series_c observed artifact ↗ 2026-07-24 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 15, "source_id": "01M04HE310X9GM74F6XG487VNN", "trigger_path": "accumulation_gate", "collector_count": 3, "artifact_collector": "website_collector"} observed artifact ↗ 2026-08-16 normalized 0.60
index.ai_tie PURE_AI observed classify 2026-07-25 derived 0.60
metric.venture.funding_amount_usd 400000000 derived calc 2026-07-24 derived 0.90
metric.venture.funding_recency_days 10.6162 derived calc 2026-07-24 superseded 0.90
metric.venture.funding_recency_days 10.6171 derived calc 2026-07-24 superseded 0.90
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