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Pilgrim Labs

AI-powered platform for product decision support

Overview

Pilgrim Labs builds an AI-powered platform for product teams to turn customer feedback into strategic product decisions. It connects with data sources like Slack, Zendesk, and Gong to collect customer input and research in one place, then uses artificial intelligence to identify customer needs, pain points, and opportunities. This helps teams prioritize features and shape their roadmaps based on actual user sentiment rather than just anecdotes. Compared with others, Pilgrim combines multiple data streams into a single, data-driven view and targets product managers, designers, researchers, and executives to align everyone around customer insights. The company aims to help teams create customer-centric products more efficiently by guiding development with structured, evidence-based analysis.

Significant Headcount Growth

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About Pilgrim Labs

Simplify's Rating
Why Pilgrim Labs is rated
C+
Rated C on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsEnterprise SoftwareAI & Machine Learning

Company Size

1-10

Company Stage

Seed

Total Funding

$32.6M

Headquarters

Redwood City, California

Founded

2023

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Simplify's Take

What believers are saying

  • A $25 million seed at a $150 million valuation gives Pilgrim runway into 2027.
  • CDC deployment validates government demand for airborne biosurveillance procurement.
  • National-security buyers want faster detection after recent AI-biology threat warnings.

What critics are saying

  • FDA, CDC, and defense approvals can stall Argus deployments for years.
  • Live pathogen detection creates false-positive liability and expensive field recalibration.
  • If a cheaper software rival beats Argus, Pilgrim loses its moat.

What makes Pilgrim Labs unique

  • Argus combines air sampling and genomic sequencing for near-real-time pathogen detection.
  • Pilgrim signed a CDC biosurveillance agreement and already deployed Argus nationally.
  • Backers include Peter Thiel, Fred Ehrsam, and two Anthropic leaders.

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Funding

Total Funding

$32.5M

Above

Industry Average

Funded Over

3 Rounds

Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
$2.3M
$3M
$25M

Company News

Legal Desire
Oct 3rd, 2026
Foley represents Pilgrim in seed financing.

Foley represents Pilgrim in seed financing. * Author Legal Desire Press * Published October 3, 2026 Foley & Lardner LLP represented Pilgrim, a biodefense technology company developing next-generation airborne biosurveillance systems, in its seed financing led by Buckley Ventures. Pilgrim is backed by Peter Thiel, Coinbase co-founders Fred Ehrsam and Brian Armstrong, Dylan Field of Figma, Bryan Johnson, Paul Sciarra of Pinterest, and Logan Graham and Sholto Douglas of Anthropic, among other technology investors. Pilgrim is the developer of Argus, a 50-pound, tripod-mounted device designed to combine air sampling and genomic sequencing to detect airborne biological threats, including pathogens such as Ebola and anthrax. The company has signed an agreement with the U.S. Centers for Disease Control and Prevention to develop an automated airborne biosurveillance system and has begun deploying Argus units in parts of the United States. Founded in 2022 by a Thiel Fellow and based in Redwood City, California, Pilgrim is building defensive biosecurity infrastructure intended to provide earlier warning of biological threats. The company's technology sits at the intersection of national security, public health, artificial intelligence, risk mitigation, and advanced life sciences. The Foley deal team was led by partner Mark Mallery and included associates Hailey Adler and Christian Borders. Where the legal industry reads first. No spam. Unsubscribe anytime. From Legal Desire Is your firm the one being cited, or the one being skipped? Legal Desire ran the test. On several everyday legal questions, software companies are answering and law firms are not. Legal Desire help firms fix that, and Legal Desire build the technology behind the practice. See the full deal record on DealDatabase The advising firms, the named deal team, the value and the parties, with every other announced deal by the same firms and lawyers. Open the deal record

WebBizMarket
Sep 23rd, 2026
Anthropic leaders back startup developing system to detect biological threats.

Anthropic leaders back startup developing system to detect biological threats. Pilgrim has successfully secured $25 million in funding to advance its innovative technology, which includes a device weighing 50 pounds designed to identify biological threats. This development could have significant implications for various sectors, including public health, security, and defense. The device utilizes advanced detection methods to analyze potential biological agents, allowing for rapid identification and response to threats. With increasing concerns about bioterrorism and infectious diseases, Pilgrim's technology aims to provide a proactive solution for safeguarding communities and enhancing preparedness. The funding will be allocated toward further research and development, enabling the company to refine its device and increase its effectiveness. Additionally, this financial boost is expected to facilitate partnerships with government agencies and private organizations focused on enhancing national security measures. Pilgrim's innovative approach positions the company as a key player in the emerging field of biological threat detection, with promising prospects for both domestic and international markets. Why this story matters Key takeaway Opposing viewpoint

Business Insider
Aug 1st, 2025
Pilgrim raises $4.3M for biotech innovation

Jake Adler, the 21-year-old founder of Pilgrim, demonstrated his biotech startup's wound dressing, Kingsfoil, by cutting open his leg on camera. This bold move helped Pilgrim raise $4.3 million from investors, including Peter Thiel. Pilgrim aims to develop battlefield-ready biotech for military and civilian use. Kingsfoil, a clay-based hemostatic dressing, is undergoing further testing and aims for expedited FDA approval. The company is also developing other biotech products.

Pirate Wires
Jul 21st, 2025
Creating Supersoldiers and Curbing Biothreats

how pilgrim, and its 20-year-old founder, plan to rethink defensive biotech

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