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

Abacus

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Abacus

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Abacus.AI is the AI Brain for your organization. Your very own AI Engineer will build applied AI systems across a wide variety of use cases including custom chatbots, ai workflows, forecasting, person observed

fresh · evidence 6d ago 10 sources no confidence data
/100
Developer momentum
Why this score? ↓
Funding
no round
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.

api.abacus.ai product surface 08-03

Traction

No traction data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Current round

No fundraising data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Opportunity & risk

No standout signal or flag yet.

8 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
Founder self-assessment claimed
11/100
Investor ratings opinion
Expert ratings opinion
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/5 · 0 investors

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VIX signals 6 hard signals across 3 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 6 signals from 1 voice
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 No signals collected yet
No market & funding stage data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Evidence & scoring

Why this score? Score breakdown
No score breakdown data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Narrative vs. reality SEC filings beyond reported funding

Reported narrative · Tier 2
No reported round on record.
Filed reality · Tier 0 · SEC
16 Form D
latest filed 2026-04-13 · none near the reported round

The company has Form D filings on record that our reported-funding data does not cover — a quiet raise worth a look.

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

Gray-market attention, not quality. 50+ HN mentions (peak 128 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. ▲ 128 Abacus use can boost math skills 2017-03-08 ↗

Raw observations 36 records
AttributeValueKindSourceObservedStateConf.
ai.technical.assessment {"council": {"dissent": false, "members": [{"agent": "technical_specialist", "domain": "technical", "signal": 0.3, "signal_source": "model"}, {"agent": "product_docs_specialist", "domain": "product_do derived council 2026-07-25 promoted 0.22
common_name Abacus observed artifact ↗ 2026-07-18 normalized 0.60
common_name Abacus.AI observed artifact ↗ 2026-07-24 normalized 0.60
community.hn.max_points 128 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=8539621", "title": "Abacus Raises $3.5M to Eliminate Expense Reports", "points": 11, "created_at": "2014-10-31", "evidence_type": "rumor", "verification_ observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=8539621", "title": "Abacus Raises $3.5M to Eliminate Expense Reports", "points": 11, "created_at": "2014-10-31", "evidence_type": "rumor", "verification_ observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=8539621", "title": "Abacus Raises $3.5M to Eliminate Expense Reports", "points": 11, "created_at": "2014-10-31", "evidence_type": "rumor", "verification_ observed artifact ↗ 2014-10-31 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=8539621", "title": "Abacus Raises $3.5M to Eliminate Expense Reports", "points": 11, "created_at": "2014-10-31", "evidence_type": "rumor", "verification_ observed artifact ↗ 2014-10-31 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=8539621", "title": "Abacus Raises $3.5M to Eliminate Expense Reports", "points": 11, "created_at": "2014-10-31", "evidence_type": "rumor", "verification_ observed artifact ↗ 2014-10-31 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=13819442", "title": "Abacus use can boost math skills", "points": 128, "created_at": "2017-03-08"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=13819442", "title": "Abacus use can boost math skills", "points": 128, "created_at": "2017-03-08"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=13819442", "title": "Abacus use can boost math skills", "points": 128, "created_at": "2017-03-08"} observed artifact ↗ 2017-03-08 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=13819442", "title": "Abacus use can boost math skills", "points": 128, "created_at": "2017-03-08"} observed artifact ↗ 2017-03-08 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=13819442", "title": "Abacus use can boost math skills", "points": 128, "created_at": "2017-03-08"} observed artifact ↗ 2017-03-08 normalized 0.20
description A company that invested in hardware stack and platform for insurance. observed artifact ↗ 2026-07-18 normalized 0.60
description Abacus.AI is the AI Brain for your organization. Your very own AI Engineer will build applied AI systems across a wide variety of use cases including custom chatbots, ai workflows, forecasting, person observed artifact ↗ 2026-07-24 normalized 0.70
domain abacus.ai observed artifact ↗ 2026-07-24 normalized 0.95
index.ai_tie PURE_AI observed classify 2026-07-25 derived 0.60
metric.venture.funding_recency_days 103.0651 derived calc 2026-07-25 superseded 0.99
metric.venture.funding_recency_days 103.0721 derived calc 2026-07-25 superseded 0.99
metric.venture.funding_recency_days 103.0725 derived calc 2026-07-25 superseded 0.99
metric.venture.funding_recency_days 103.0742 derived calc 2026-07-25 superseded 0.99
sector defense derived calc 2026-08-08 superseded 0.90
sector emerging derived calc 2026-08-08 normalized 0.50
signal.commentary {"context": null, "run_ref": "01M06J2VDYQ557P448C3NWVGFS", "signals": [{"quote": "The problem is regulated industries want LLMs, but cloud solutions are too risky. So think about banks, insurers, and observed artifact ↗ 2025-03-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M06J2VDYQ557P448C3NWVGFS", "signals": [{"quote": "we have 125,000 in monthly revenue and nine enterprise clients.", "stance": "bullish", "signal_class": "fact_claim", " observed artifact ↗ 2025-03-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M06J2VDYQ557P448C3NWVGFS", "signals": [{"quote": "This is a breakdown of our monthly revenue. I mentioned the $125,000. That's down here. That's our recurring revenue. observed artifact ↗ 2025-03-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M06J2VDYQ557P448C3NWVGFS", "signals": [{"quote": "We charge a monthly subscription of $10,000 to $20,000 per month and a one-time installation fee of $250,000 to $350,0 observed artifact ↗ 2025-03-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M06J2VDYQ557P448C3NWVGFS", "signals": [{"quote": "Everyone and their mothers competing in this space. But what makes us different is we have a platform solution. So tho observed artifact ↗ 2025-03-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M06J2VDYQ557P448C3NWVGFS", "signals": [{"quote": "there's tons of opportunities, but we decided to focus on agencies first just because they have the biggest problem wi observed artifact ↗ 2025-03-20 promoted 0.50
source.document.reference {"kind": "video", "title": "Vertical AI Innovations: Abacus LLM in Finance & Synthesia's Video Avatars | E2112 — abacus", "source_id": "01KXRSP8R85HEMJQ333QAXD523-m-80da22bf26232eb1", "extract_ref": " observed artifact ↗ 2026-08-07 normalized 0.95
source.document.reference {"kind": "video", "title": "Launch Accelerator Demo Day 33! — abacus", "source_id": "01KXRSP8X682AFJ58XR5KP0BSF-m-80da22bf26232eb1", "extract_ref": "artifact:sha256:4263ba0a331e465cbf4ddbc2b87fcfcc6e4 observed artifact ↗ 2026-08-07 normalized 0.95
website_url https://abacus.ai observed enrichment 2026-07-24 normalized 0.75
website_url https://abacus.ai observed artifact ↗ 2026-07-24 normalized 0.95
website.homepage.has_pricing_link false observed artifact ↗ 2026-07-24 normalized 0.80