StartupHub.ai · May 2026
StartupHub summarized Velum Labs’ product positioning, estimated revenue, and alternatives/competitive context, while noting its enterprise infrastructure orientation.
Firewall that controls access to information across AI and humans
Public company, workplace, funding, and market signals
Updated Jul 30, 2026
Velum Labs is a two-person, Y Combinator Winter 2026-backed San Francisco startup that currently markets a semantic control plane / ontology engine for enterprise data quality. Its public site says it monitors production query traffic, detects semantic drift, traces root causes, generates data contracts, and deploys fixes through existing workflows; earlier YC/LinkedIn materials framed the company as FHE-based AI privacy infrastructure, so the public positioning has evolved.
Primary product
Semantic control plane for data quality
Founded
2025
Headquarters
San Francisco, California, United States
Team size
1-10 employees
Industry
Data Infrastructure
Sub-industry
Semantic data quality / ontology platform
Offices
0 jobs at Velum Labs
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Business model
Stage
pre-seed
Total raised
$625K
Latest round
Pre Seed Round · Dec 2025
Latest amount
$500K
Dec 2025 · Y Combinator
Sep 2025
Investors
Research-first, technically rigorous, and open by default; the company emphasizes customer partnership, publishing research, and contributing to open source.
Pricing
Not publicly disclosed; appears to be enterprise / design-partner-led pricing.
Differentiators
Technology
Customers
Competitors
Estimated revenue
$244K-$1.5M
Estimated monthly visits
1.7K
Traffic estimate as of Jun 2026
StartupHub.ai · May 2026
StartupHub summarized Velum Labs’ product positioning, estimated revenue, and alternatives/competitive context, while noting its enterprise infrastructure orientation.
StartupHub.ai · May 2026
A deep-dive on the current data-quality/semantic-control-plane positioning, traction in regulated fintech, and the competitive landscape versus Monte Carlo, Soda, DataFold, Great Expectations, and dbt tests.
VCBacked · Dec 2025
VCBacked reported Velum Labs had raised about $500K in a pre-seed round and identified Y Combinator as an investor.
LinkedIn · Oct 2025
Benjamin Muñoz-Cerro announced Velum Labs’ YC acceptance and described the then-active pitch as zero-trust AI privacy infrastructure built on fully homomorphic encryption.
LinkedIn · Oct 2025
Velum Labs’ company post announced YC acceptance, described encrypted ML inference/training/database search, and identified early customer targets in regulated industries.