Companies107 Funding$41.6B Rounds77 ▼1 mo Investors75 Eng roles4352 ● data fresh
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Rogo

fresh

Rogo

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Tested frontier models for financial analysis. observed

fresh · evidence 4d ago 13 sources no confidence data
—/100
Developer momentum
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 Not yet

    The inclusion bar: two or more independent sourced evidence families. This profile is reachable but not in the ranked index. 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.

Funding
no round
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
not checked
homepage

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.

12 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
8/100
Investor ratings opinion
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Expert ratings opinion
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What people are saying 9 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.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0

Gray-market attention, not quality. 1+ HN mentions (peak 1 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. ▲ 1 Show HN: An open-source Rogo/Hebbia alternative I built for a PE client on AWS 2026-08-11 ↗

Raw observations 41 records ▾
AttributeValueKindSourceObservedStateConf.
common_name Rogo observed artifact ↗ 2026-07-18 normalized 0.60
community.hn.max_points 386 observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.max_points 1 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.mentions 1 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=24921716", "title": "Dr. Leonid Rogozov operating himself to remove his appendix in Antarctica, 1961", "points": 386, "created_at": "2020-10-28"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=24921716", "title": "Dr. Leonid Rogozov operating himself to remove his appendix in Antarctica, 1961", "points": 386, "created_at": "2020-10-28"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=24921716", "title": "Dr. Leonid Rogozov operating himself to remove his appendix in Antarctica, 1961", "points": 386, "created_at": "2020-10-28"} observed artifact ↗ 2020-10-28 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=24921716", "title": "Dr. Leonid Rogozov operating himself to remove his appendix in Antarctica, 1961", "points": 386, "created_at": "2020-10-28"} observed artifact ↗ 2020-10-28 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=24921716", "title": "Dr. Leonid Rogozov operating himself to remove his appendix in Antarctica, 1961", "points": 386, "created_at": "2020-10-28"} observed artifact ↗ 2020-10-28 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=24921716", "title": "Dr. Leonid Rogozov operating himself to remove his appendix in Antarctica, 1961", "points": 386, "created_at": "2020-10-28"} observed artifact ↗ 2020-10-28 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=24921716", "title": "Dr. Leonid Rogozov operating himself to remove his appendix in Antarctica, 1961", "points": 386, "created_at": "2020-10-28"} observed artifact ↗ 2020-10-28 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=24921716", "title": "Dr. Leonid Rogozov operating himself to remove his appendix in Antarctica, 1961", "points": 386, "created_at": "2020-10-28"} observed artifact ↗ 2020-10-28 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=49255283", "title": "Show HN: An open-source Rogo/Hebbia alternative I built for a PE client on AWS", "points": 1, "created_at": "2026-08-11"} observed artifact ↗ 2026-08-11 normalized 0.20
description Tested frontier models for financial analysis. observed artifact ↗ 2026-07-18 normalized 0.60
index.ai_tie PURE_AI observed classify 2026-07-25 derived 0.60
sector emerging derived calc 2026-08-08 normalized 0.50
signal.commentary {"context": null, "run_ref": "01M4FNX67NMRAMX5VAG1HQN6KR", "signals": [{"quote": "We're not just building a chip. We're building a full inference solution, and that means a rack. That means the chip. observed artifact ↗ 2026-06-30 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M4FNX67NMRAMX5VAG1HQN6KR", "signals": [{"quote": "When we think about how we get our advantage, there are two key parts of running inference. There's pre-fill and there observed artifact ↗ 2026-06-30 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M4FPY3KMT2R1FP3AH5ZHRW4P", "signals": [{"quote": "I would actually reverse that. I think as a public insurer, you're not likely to be able to pursue what we're doing.", observed artifact ↗ 2026-06-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M4FPY3KMT2R1FP3AH5ZHRW4P", "signals": [{"quote": "We've made the choice that we want to be an exceptional operator and that includes exceptional underwriting results an observed artifact ↗ 2026-06-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M4FPY3KMT2R1FP3AH5ZHRW4P", "signals": [{"quote": "If you think about our mix, we have risks that can come back from 20, 30 years ago and be very fat tail. It is really, observed artifact ↗ 2026-06-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M4FPY3KMT2R1FP3AH5ZHRW4P", "signals": [{"quote": "we are going to be there through thick and thin when inevitably trouble strikes. The other component I mentioned that observed artifact ↗ 2026-06-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M4FPY3KMT2R1FP3AH5ZHRW4P", "signals": [{"quote": "We are incredibly diversified in our insurance businesses. You're spot on in the way you've just described what Ajit s observed artifact ↗ 2026-06-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M4FPY3KMT2R1FP3AH5ZHRW4P", "signals": [{"quote": "Product breadth, future risks that currently may not be visible to you, but are going to evolve, we can be your partne observed artifact ↗ 2026-06-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M4GN2RRD7FZBAAASV20HNWFT", "signals": [{"quote": "So Rogo, um, which is a startup in the, um, financial services space. Um, they have a very, you know, sophisticated AI observed artifact ↗ 2025-09-11 promoted 0.50
source.document.reference {"kind": "podcast", "title": "Etched - Building AI Hardware to Make Inference Faster and Cheaper - [Invest Like the Best, EP.480] — rogo", "source_id": "01M4FM7NSYBJJ9PADFBDH5X970-m-ae4979053afb826a", observed artifact ↗ 2026-10-09 superseded 0.95
source.document.reference {"kind": "podcast", "title": "Vlad Barbalat - Investing $120 Billion in Permanent Capital - [Invest Like the Best, EP.479] — rogo", "source_id": "01M4FM7P0AG18CP0JS7K1TXYYE-m-ae4979053afb826a", "extra observed artifact ↗ 2026-10-09 superseded 0.95
source.document.reference {"kind": "podcast", "title": "Alex Sacerdote - How to Invest Through Technology Cycles - [Invest Like the Best, EP.477] — rogo", "source_id": "01M4FV3CE9M0Y4AMYN123JVPCY-m-ae4979053afb826a", "extract_ observed artifact ↗ 2026-10-09 superseded 0.95
source.document.reference {"kind": "podcast", "title": "Dan Loeb - Lessons from 30 Years of Investing - [Invest Like the Best, EP.475] — rogo", "source_id": "01M4FV3CGJZ8X7XR11998NN9T5-m-ae4979053afb826a", "extract_ref": "arti observed artifact ↗ 2026-10-09 superseded 0.95
source.document.reference {"kind": "podcast", "title": "Darren Farber on Iran, China, and the Rise of Neoprimes - [Invest Like the Best, EP.474] — rogo", "source_id": "01M4FV3CH3Z1SYCNG4R0JJBP9T-m-ae4979053afb826a", "extract_r observed artifact ↗ 2026-10-09 superseded 0.95
source.document.reference {"kind": "podcast", "title": "Inside OpenAI Enterprise: Forward Deployed Engineering, GPT-5, and More | BG2 Guest Interview — rogo", "source_id": "01M4GC8PZ2ZC5415JC3HS2DQ3M-m-ae4979053afb826a", "extr observed artifact ↗ 2026-10-09 superseded 0.95
source.document.reference {"kind": "podcast", "title": "Etched - Building AI Hardware to Make Inference Faster and Cheaper - [Invest Like the Best, EP.480] — rogo", "source_id": "01M4FM7NSYBJJ9PADFBDH5X970-m-ae4979053afb826a", observed artifact ↗ 2026-06-30 normalized 0.95
source.document.reference {"kind": "podcast", "title": "Vlad Barbalat - Investing $120 Billion in Permanent Capital - [Invest Like the Best, EP.479] — rogo", "source_id": "01M4FM7P0AG18CP0JS7K1TXYYE-m-ae4979053afb826a", "extra observed artifact ↗ 2026-06-23 normalized 0.95
source.document.reference {"kind": "podcast", "title": "Alex Sacerdote - How to Invest Through Technology Cycles - [Invest Like the Best, EP.477] — rogo", "source_id": "01M4FV3CE9M0Y4AMYN123JVPCY-m-ae4979053afb826a", "extract_ observed artifact ↗ 2026-06-09 normalized 0.95
source.document.reference {"kind": "podcast", "title": "Dan Loeb - Lessons from 30 Years of Investing - [Invest Like the Best, EP.475] — rogo", "source_id": "01M4FV3CGJZ8X7XR11998NN9T5-m-ae4979053afb826a", "extract_ref": "arti observed artifact ↗ 2026-05-28 normalized 0.95
source.document.reference {"kind": "podcast", "title": "Darren Farber on Iran, China, and the Rise of Neoprimes - [Invest Like the Best, EP.474] — rogo", "source_id": "01M4FV3CH3Z1SYCNG4R0JJBP9T-m-ae4979053afb826a", "extract_r observed artifact ↗ 2026-05-26 normalized 0.95
source.document.reference {"kind": "podcast", "title": "Inside OpenAI Enterprise: Forward Deployed Engineering, GPT-5, and More | BG2 Guest Interview — rogo", "source_id": "01M4GC8PZ2ZC5415JC3HS2DQ3M-m-ae4979053afb826a", "extr observed artifact ↗ 2025-09-11 normalized 0.95
source.document.reference {"kind": "podcast", "title": "David Vélez - Building Nubank and the Future of Global Banking - [Invest Like the Best, EP.495] — rogo", "source_id": "01M4X4TE7PBC87JKJ2XRCYVCYY-m-ae4979053afb826a", "ex observed artifact ↗ 2026-10-13 normalized 0.95
source.document.reference {"kind": "podcast", "title": "Christina Cacioppo - Building an Enduring Software Company in the Age of AI - [Invest Like the Best, EP.496] — rogo", "source_id": "01M5CK6R4GCSGEC6BYF00JXN9N-m-ae4979053 observed artifact ↗ 2026-10-20 normalized 0.95