fresh
Pramaana Labs is a frontier AI lab building the verification layer for high-stakes AI. We turn complex domain knowledge into machine-checkable systems that return proofs, counterexamples, and traceabl observed
CLAIM BY CLAIM, because these claims are not equally supported (J, 2026-10-11). SUPPORTED: the operating business at pramaanalabs.ai is the company the transcript described — its own page states the $27M raise that coverage attributes to Pramaana Labs, and its subject matter (formal verification, Lean, tax) matches both the transcript and the coverage. ALSO SUPPORTED: the GitHub organisation pramaana-labs is ASSOCIATED with that site, because it declares the site as its blog and its repositories are on the same subject. NOT ESTABLISHED: that the organisation is owned or controlled by the legal entity — a GitHub account can name any website. NOT ESTABLISHED EITHER: the legal entity itself. We hold no filing, no registration and no incorporation record; "Pramaana Labs, Palo Alto, founded 2025" is press description, not a primary identity document — which is a weaker identity position than any of the six Form D companies, every one of which was matched to a filing by person-level identifiers.
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.
Institutional venture backing and a stage band inside seed..Series A are both evidenced below.
Both legs hold. (a) Khosla Ventures LED a $27M round; early backers include Pushmeet Kohli (Google DeepMind) and Sriram Rajamani (Microsoft Research). (b) Every source calls it a SEED, dated June 2026, and it is the only financing event on record. Formal verification over regulated domains, starting with the US tax code, with a former IRS Commissioner advising. Palo Alto, founded 2025.
What would overturn this: Evidence the Khosla round was not a seed, or that the company is outside the buyer’s mandate.
Assessed 2026-10-11 for seed/Series-A sourcing.
↗ Strongest signal: funding_recency (13% of the score).
↓ Scored on 2 of 4 components — adoption, developer had no computable metric.
No single number decides. Layers can disagree — that's the point. New to this? →
VentureSignalScore 40.6/100 for pramana-labs, composed from 2 of 4 components (index v0 cross-signal), discounted ×0.85 for 50% signal coverage
| Component | Weight | Normalized | Contribution |
|---|---|---|---|
| funding_recency | 0.2 | 0.6355 | |
| funding_magnitude | 0.3 | 0.3725 |
funding.round.announced_on 2026-06-01 artifact ↗ funding.round.amount_usd 2026-06-01 artifact ↗ An evidence gap, not proof of falsity: Form D is not always required (foreign offerings, certain exemptions) or may not be filed yet.
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.
No reported round and no SEC filing on record — no financing date is established.
| Attribute | Value | Kind | Source | Observed | State | Conf. |
|---|---|---|---|---|---|---|
buyer_fit.assessment | {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://www.dealstreetasia.com/?p=486015", "what": "$27M seed led by Khosla Ventures."}, {"url": "https://pramaanalabs.ai", "what": "The compan | observed | assessment | 2026-10-11 | superseded | 0.90 |
buyer_fit.assessment | {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://www.dealstreetasia.com/?p=486015", "what": "$27M seed led by Khosla Ventures."}, {"url": "https://pramaanalabs.ai", "what": "The compan | observed | assessment | 2026-10-11 | superseded | 0.90 |
buyer_fit.assessment | {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://www.dealstreetasia.com/?p=486015", "what": "$27M seed led by Khosla Ventures."}, {"url": "https://pramaanalabs.ai", "what": "The compan | observed | readiness | 2026-10-11 | superseded | 0.90 |
buyer_fit.assessment | {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://www.dealstreetasia.com/?p=486015", "what": "$27M seed led by Khosla Ventures."}, {"url": "https://pramaanalabs.ai", "what": "The compan | observed | readiness | 2026-10-11 | superseded | 0.90 |
buyer_fit.assessment | {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://www.dealstreetasia.com/?p=486015", "what": "$27M seed led by Khosla Ventures."}, {"url": "https://pramaanalabs.ai", "what": "The compan | observed | readiness | 2026-10-11 | superseded | 0.90 |
buyer_fit.assessment | {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://www.dealstreetasia.com/?p=486015", "what": "$27M seed led by Khosla Ventures."}, {"url": "https://pramaanalabs.ai", "what": "The compan | observed | readiness | 2026-10-11 | superseded | 0.90 |
buyer_fit.assessment | {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://www.dealstreetasia.com/?p=486015", "what": "$27M seed led by Khosla Ventures."}, {"url": "https://pramaanalabs.ai", "what": "The compan | observed | assessment | 2026-10-11 | superseded | 0.90 |
buyer_fit.assessment | {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://www.dealstreetasia.com/?p=486015", "what": "$27M seed led by Khosla Ventures."}, {"url": "https://pramaanalabs.ai", "what": "The compan | observed | readiness | 2026-10-11 | superseded | 0.90 |
buyer_fit.assessment | {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://www.dealstreetasia.com/?p=486015", "what": "$27M seed led by Khosla Ventures."}, {"url": "https://pramaanalabs.ai", "what": "The compan | observed | assessment | 2026-10-11 | normalized | 0.90 |
buyer_fit.status | qualified | observed | assessment | 2026-10-11 | normalized | 0.90 |
common_name | Pramana Labs | observed | artifact ↗ | 2026-10-11 | normalized | 0.60 |
common_name | Pramaana Labs | observed | artifact ↗ | 2026-10-11 | normalized | 0.60 |
description | Investing in Pramana Labs, a company formalizing complex domains for advanced math. | observed | artifact ↗ | 2026-10-11 | normalized | 0.60 |
description | Pramaana Labs is a frontier AI lab building the verification layer for high-stakes AI. We turn complex domain knowledge into machine-checkable systems that return proofs, counterexamples, and traceabl | observed | artifact ↗ | 2026-10-11 | normalized | 0.70 |
domain | pramaanalabs.ai | observed | artifact ↗ | 2026-10-11 | normalized | 0.95 |
funding.round.amount_usd | 27000000 | observed | artifact ↗ | 2026-06-01 | normalized | 0.90 |
funding.round.announced_on | 2026-06 | observed | artifact ↗ | 2026-06-01 | normalized | 0.90 |
funding.round.lead_investors | ["Khosla Ventures"] | observed | artifact ↗ | 2026-06-01 | normalized | 0.90 |
funding.round.source_url | https://www.dealstreetasia.com/?p=486015 | observed | artifact ↗ | 2026-06-01 | normalized | 0.90 |
funding.round.stage | seed | observed | artifact ↗ | 2026-06-01 | normalized | 0.90 |
identity.verification | {"method": "Resolved from the transcript’s DESCRIPTION through a chain no name match reaches: the transcript says \"Pramana Labs\" and \"PMAN labs\" (two spellings, both wrong), and the real domain ca | observed | assessment | 2026-10-11 | superseded | 0.90 |
identity.verification | {"method": "CLAIM BY CLAIM, because these claims are not equally supported (J, 2026-10-11). SUPPORTED: the operating business at pramaanalabs.ai is the company the transcript described — its own page | observed | assessment | 2026-10-11 | normalized | 0.90 |
metric.venture.funding_amount_usd | 27000000 | derived | calc | 2026-10-11 | derived | 0.90 |
metric.venture.funding_recency_days | 132.1556 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.156 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.1573 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.159 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.1831 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.2015 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.2144 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.2392 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.2605 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.2639 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.2779 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.2819 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 132.2909 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 133.0402 | derived | calc | 2026-10-12 | derived | 0.90 |
platform.visibility | draft | observed | discovery | 2026-10-11 | normalized | 0.60 |
score.venture_signal | 40.7 | derived | calc | 2026-10-11 | superseded | 0.60 |
score.venture_signal | 40.6 | derived | calc | 2026-10-12 | derived | 0.60 |
website_url | https://pramaanalabs.ai | observed | artifact ↗ | 2026-10-11 | normalized | 0.90 |
website_url | https://pramaanalabs.ai | observed | enrichment | 2026-10-11 | normalized | 0.85 |
website_url | https://pramaanalabs.ai | observed | artifact ↗ | 2026-10-11 | normalized | 0.95 |
website.homepage.has_pricing_link | false | observed | artifact ↗ | 2026-10-11 | normalized | 0.80 |