Companies134 Funding$50B Rounds110 ▲1 mo Investors116 Eng roles3057 ● updated 2m ago
VIX The Intelligent Venture Terminal beta

VARRD, Inc

current — rebuilt 2m ago

VARRD, Inc

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VARRD builds inside clearing firms, brokers and trading desks, on the data and workflows general LLMs never see. We strip out what is theirs and bring the rest forward: ideas tested before they trade, observed

fresh · evidence today 11 sources 48% confidence
10.9/100
Venture signal
scored above 7% of unstaged peers stage unparsed
Outlook Stable
Why this score? ↓

What is 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 In the ranked index Yes

    The ranked index lists private AI companies with two or more independent sourced evidence families; its Early-stage view also leaves out rounds of $100M or more that no source assigns a stage. This profile is listed in the ranked index. It is a statement about evidence and mandate, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Fit 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.

    Venture backing, as assessed: no institutional venture investor identified · Stage, as assessed: not established by any source

    Assessed 2026-11-12 for seed/Series-A sourcing.

Funding
no round
Adoption
no signal
downloads / week
Developer
14.3
momentum / 100
Hiring
no board
eng openings
Commercial
sales-led
homepage

Traction

Latest cited 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

↗ Strongest signal: developer (3% of the score).

↓ Scored on 1 of 4 components — funding_recency, funding_magnitude, adoption had no computable metric; confidence 0.48.

8 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 0 verified 0 contradicted 8 not evaluated

Not evaluated ≠ false — the deadline or the evidence hasn't arrived. A forecast with no target date cannot be graded and is counted as insufficient temporal evidence. 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
11/100
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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Technology 2 of 4 signals present ▾
Primary language
not provided
GitHub stars
0 observed
Forks
0 observed
Weekly downloads (npm)
not provided
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? none_required ▾

VentureSignalScore 10.9/100 for varrd, composed from 1 of 4 components (index v0 cross-signal), discounted ×0.76 for 20% signal coverage

ComponentWeightNormalizedContribution
developer 0.2 0.143 0.0286

Evidence this score rests on

  • score.developer_momentum 2026-11-13 calc
  • github.repository.pushed_at 2026-11-13 artifact ↗
  • github.repository.stars 2026-11-13 artifact ↗
  • github.repository.forks 2026-11-13 artifact ↗
  • github.repository.created_at 2026-11-13 artifact ↗

Capital timeline every dated signal, across tiers

  1. SEC · primary SEC D/A filed ↗
  2. SEC · primary SEC D filed ↗
  3. SEC · primary First sale of the offering this amendment re-files (issuer-declared) ↗
  4. SEC · primary First sale, issuer-declared — the first dollar of this offering ↗

Narrative vs. reality Latest filing does not date the money

Reported narrative · Tier 2
No reported round on record.
Filed reality · Tier 0 · SEC
2 Form D
latest filed 2026-11-03 · none near the reported round

The most recent filing is a D/A, amending an offering already filed. An amendment may report sales made since the original and does not date them; its first-sale date (2026-10-21) belongs to the original offering. So the latest financing date is not established — only that money moved on or after 2026-10-21 and the reported total had been reached by 2026-11-03. This panel is not saying the money is old, and it is not saying it is new. Neither is established by this filing.

Regulatory filings SEC EDGAR · primary source

Form D filings — the company's own authoritative record of a Reg D private raise, filed with the SEC. Primary-source evidence: not commentary, not inference. 2 filings, latest filed 2026-11-03. A Form D is filed after the sale, so the filing date is when the notice reached the SEC — not when the round closed. Where the issuer stated a first-sale date it is shown beside it, and a D/A amends an earlier offering rather than reporting a new one.

Financing events four different events, four different dates

A first sale, a filing, an amendment and a public announcement are not the same event, and one date may not stand in for another. Where the latest financing date cannot be established from what we hold, this says unknown rather than substituting a date we do have.

Latest established financing date
unknown
Money moved on or after
2026-10-21
Total reported by
2026-11-03
Basis
unknown

The most recent filing is a D/A, amending an offering already filed. An amendment may report sales made since the original and does not date them; its first-sale date (2026-10-21) belongs to the original offering. So the latest financing date is not established — only that money moved on or after 2026-10-21 and the reported total had been reached by 2026-11-03.

Raw observations 39 current records ▾

Showing the 39 current records. Full observation history — 9 superseded records →

AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "VARRD builds inside clearing firms, brokers, and trading desks, using data and workflows that general LLMs do not have access to.", "quote": "VARRD builds inside clearing firms, observed artifact ↗ 2026-11-13 promoted 0.50
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "method": "Backlog pass 2026-10-24: applied the record_buyer_fit.ts fit rule to this company's held primary-source financing evidence (funding.round.* / sec.form_d. observed assessment 2026-11-12 normalized 0.90
buyer_fit.status unknown observed assessment 2026-11-12 normalized 0.90
common_name VARRD, Inc observed review 2026-11-04 normalized 0.70
common_name VARRD observed artifact ↗ 2026-11-12 normalized 0.60
description VARRD builds inside clearing firms, brokers and trading desks, on the data and workflows general LLMs never see. We strip out what is theirs and bring the rest forward: ideas tested before they trade, observed artifact ↗ 2026-11-12 normalized 0.70
discovery.first_observed_at 2026-11-04T00:37:04.779Z observed review 2026-11-04 normalized 0.70
domain varrd.com observed artifact ↗ 2026-11-12 normalized 0.95
gate.accumulation {"outcome": "document_created", "obs_count": 23, "source_id": "01M7999N52QM50GGGJ0QJ1XCQB", "trigger_path": "accumulation_gate", "collector_count": 3, "artifact_collector": "website_collector"} observed artifact ↗ 2026-11-13 normalized 0.60
github.repository.archived false observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.created_at 2023-11-27T01:41:21Z observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.default_branch main observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.description Config files for my GitHub profile. observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.disabled false observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.forks 0 observed artifact ↗ 2026-11-13 normalized 0.60
github.repository.full_name augiemazza/augiemazza observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.open_issues 0 observed artifact ↗ 2026-11-13 normalized 0.60
github.repository.pushed_at 2026-07-15T16:03:41Z observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.stars 0 observed artifact ↗ 2026-11-13 normalized 0.60
github.repository.topics ["config", "github-config"] observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.updated_at 2026-07-15T16:04:20Z observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.url https://github.com/augiemazza/augiemazza observed artifact ↗ 2026-11-13 normalized 0.90
github.repository.visibility public observed artifact ↗ 2026-11-13 normalized 0.90
metric.developer.fork_ratio 0 derived calc 2026-11-13 derived 0.60
metric.developer.push_recency_days 120.4435 derived calc 2026-11-13 derived 0.90
metric.developer.repo_age_days 1082.0423 derived calc 2026-11-13 derived 0.90
platform.visibility published observed inclusion 2026-11-13 normalized 1.00
score.developer_momentum 14.3 derived calc 2026-11-13 derived 0.48
score.venture_signal 10.9 derived calc 2026-11-13 derived 0.20
sec.cik 0002162800 observed artifact ↗ 2026-11-13 normalized 0.99
sec.form_d.count 2 observed artifact ↗ 2026-11-03 normalized 0.99
sec.form_d.filings [{"cik": "0002162800", "form": "D/A", "filed": "2026-11-03", "accession": "0002162800-26-000002", "index_url": "https://www.sec.gov/Archives/edgar/data/2162800/000216280026000002/0002162800-26-000002- observed artifact ↗ 2026-11-03 normalized 0.99
sec.form_d.first_sale 2026-10-21 observed review 2026-11-04 normalized 0.70
sec.form_d.latest_filed 2026-11-03 observed review 2026-11-04 normalized 0.70
sec.form_d.related_persons {"filed": "2026-11-03", "persons": [{"last_name": "Mazza", "first_name": "August", "clarification": "President and Chief Executive Officer", "relationships": ["Executive Officer", "Director"]}, {"last observed artifact ↗ 2026-11-03 normalized 0.99
source.document.reference {"kind": "document", "title": "varrd: VARRD | Bringing financial institutions from the past into the future", "source_id": "01M7999N52QM50GGGJ0QJ1XCQB", "extract_ref": "artifact:sha256:50f41cd5263d3f3 observed artifact ↗ 2026-11-13 normalized 0.95
website_url https://varrd.com observed enrichment 2026-11-12 normalized 0.85
website_url https://varrd.com observed artifact ↗ 2026-11-12 normalized 0.95
website.homepage.has_pricing_link false observed artifact ↗ 2026-11-12 normalized 0.80