fresh
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
Subdomains appearing in public certificate-transparency logs — infrastructure standing up, dated at detection. Intent labels are deterministic (token map), not guessed.
No standout signal or flag yet.
No single number decides. Layers can disagree — that's the point. New to this? →
The platform's own early signals for this company — hard-to-fake, and where one preceded a real raise, the measured lead.
there's tons of opportunities, but we decided to focus on agencies first just because they have the biggest problem with the biggest need and they have dollars that they're ready to spend. Um, and so by learning, working with the agencies, learning from the agencies, we're really building the platform and the agentic solutions. So they're getting easier and easier for people to use. And the eventual plan is we'll move down market and then folks like yourself, uh, other businesses, they can just
Everyone and their mothers competing in this space. But what makes us different is we have a platform solution. So those three components that I mentioned, we have the decentralized indexer, we have the on-prem LLM, and then the response control. So I want you to focus on those three components as our differentiator between our other competitors, right? So a lot of those names are going to be very large and the ones that you would expect. But our solution, I think, for the types of customers tha
We charge a monthly subscription of $10,000 to $20,000 per month and a one-time installation fee of $250,000 to $350,000.
This is a breakdown of our monthly revenue. I mentioned the $125,000. That's down here. That's our recurring revenue. And then we have non-recurring revenue of about $1.2 million for a total of $2.1 million.
we have 125,000 in monthly revenue and nine enterprise clients.
The problem is regulated industries want LLMs, but cloud solutions are too risky. So think about banks, insurers, and credit unions. They want their language models that are completely under their control. That's where Abacus comes in. It's the first on-prem AI assistant built for regulated industries.
The company has Form D filings on record that our reported-funding data does not cover — a quiet raise worth a look.
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 ↗
| Attribute | Value | Kind | Source | Observed | State | Conf. |
|---|---|---|---|---|---|---|
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 |