Biotech pharma

Confluence Labs

Website

While modern AI excels in any area you can collect a lot of data for, it struggles in areas where data is sparse or costly to attain. Designing new molecules, discovering new physics, and engineering new materials are all domains where collecting data is extremely costly. We dream of a world where AI accelerates research in all of these domains

Founded 2025Origin source ↗Checked 2026-09-15

Overview

While modern AI excels in any area you can collect a lot of data for, it struggles in areas where data is sparse or costly to attain. Designing new molecules, discovering new physics, and engineering new materials are all domains where collecting data is extremely costly.

We dream of a world where AI accelerates research in all of these domains and creates a more abundant future for humanity, but the current technology is not there. That’s why we started Confluence Labs.

We are building AI that can design highly effective experiments in data-sparse domains and learn maximally from the data it already has.

Company description As recorded 2026-11-08
LinkedIn
Biotech pharmaAI agentBusinessesEnterpriseServices

Product & workflow

The mission of our company and of our research is to enable people to hit those breakthroughs in the fewest number of experiments possible, accelerating and enabling scientific technologies.

Source-reported As recorded 2026-09-23

Founders & team

Previously Vector Labs, Confluence Labs, Vector Labs

Company history As recorded 2026-11-08

Brent Burdick

Founder/CEO

24 yr old college drop out and self-taught engineer and researcher.

X
Founder profile As recorded 2026-09-15

Niranjan Baskaran

Founder/CTO

21 yrs old. Born in India. Won awards for my math research at ISEF. Got a full-ride to college in the US. Dropped out of Dartmouth to start an AI research lab.

LinkedIn
Founder profile As recorded 2026-09-15
2team members reported
Source-reported As recorded 2026-09-15

Founded 2025 · Source

News & product activity

Sources & observations

Y Combinator

Profile depthverified profile
Website observationwebsite reachable
Last website check2026-11-11
Location · source statedSan Francisco, CA, USA
Pricing evidenceNo pricing page confirmed
Maturity: Not assessed · 3 of 6 areas documented

Source-based assessment · automated evidence rules

The retained text does not establish product availability or customer use.

Maturity is an evidence-based assessment, not a success rating. It may understate the current stage where evidence is limited. Coverage records documented areas, not a complete or independently audited company history.

Stage definitions
independent websitesource corroborationreachable websitedescriptive evidenceclassified market and modelsourced peoplesourced founding year
startup.observe Directory coverage · Sources & method