Pattern Bioscience

Pattern Bioscience

AI-driven rapid bacterial ID and AST

Overview

Pattern Bioscience develops rapid clinical diagnostics that identify bacterial infections and determine antibiotic resistance. Its system uses single-cell analysis with AI pattern recognition to deliver definitive ID/AST results in about four hours. The product suite includes diagnostic devices, consumables, service contracts, and software for AI analysis. By speeding and improving accuracy, Pattern Bioscience aims to help hospitals reduce inappropriate antibiotic use and combat antibiotic resistance.

About Pattern Bioscience

Simplify's Rating
Why Pattern Bioscience is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Healthcare

Company Size

51-200

Company Stage

Series D

Total Funding

$91.6M

Headquarters

Austin, Texas

Founded

2016

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Simplify's Take

What believers are saying

  • March 19, 2026 trial enrollment passed 1,000 samples toward 510(k) submission.
  • July 27, 2026 hire of David Barreca accelerates U.S. commercial readiness.
  • November 18, 2025 raised $43 million Series D funds trial execution and regulatory work.

What critics are saying

  • No FDA clearance means zero commercial revenue from the Pneumonia ID/AST Panel in 2026.
  • Accelerate Diagnostics and Q-linea already sell cleared rapid AST systems against Pattern.
  • Any 510(k) delay beyond 2026 burns Series D cash before launch.

What makes Pattern Bioscience unique

  • Culture-free single-cell phenotypic ID/AST reaches actionable results in four hours.
  • Pattern detects polymicrobial pneumonia samples better than genotypic resistance-only tests.
  • FDA Breakthrough Device designation and BARDA support validate its technical edge.

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Funding

Total Funding

$91.6M

Below

Industry Average

Funded Over

6 Rounds

Series D funding is typically for companies that are already well-established but need more funding to continue their growth. This round is often used to stabilize the company or prepare for an IPO.
Series D Funding Comparison
Below Average

Industry standards

$77M
$43M
Pattern Bioscience
$50M
Hello Fresh
$70M
Twilio
$80M
Handshake
$100M
Affirm

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Unlimited Paid Time Off

Paid Holidays

401(k) Company Match

401(k) Retirement Plan

Health Savings Account/Flexible Spending Account

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

2%

2 year growth

0%
Pattern Bioscience
Jul 27th, 2026
Pattern Bioscience appoints David Barreca as Vice President of Sales.

Pattern Bioscience appoints David Barreca as Vice President of Sales. Commercial leader in diagnostics joins Pattern to build US sales organization as the company nears FDA submission of its breakthrough single-cell microbiology platform and launch of the Pneumonia ID/AST Panel. AUSTIN, Texas, July 27, 2026 - Pattern Bioscience, an innovator in rapid diagnostic technologies for bacterial infections, today announced the appointment of David Barreca as Vice President of Sales. Barreca joins as Pattern moves from clinical development toward FDA submission and commercial launch of its single-cell microbiology platform and first assay, the Pneumonia ID/AST Panel, and begins building the team that will bring its technology to clinical laboratories nationwide. Barreca brings more than 17 years of commercial diagnostics experience, with a career defined by building high-performing sales teams at innovative diagnostic startups. He recently built and led sales efforts for VITEK REVEAL at bioMérieux, following the company's acquisition of Specific Diagnostics in 2022, where he served as Vice President of Sales, and previously was Senior Director of Sales at GenMark Diagnostics ahead of its $1.8 billion acquisition by Roche in 2021. "Twice now, David has built the commercial teams that brought transformative microbiology platforms to market. As we approach FDA submission for our launch assay, David brings both discipline in building a sales organization and the credibility in the microbiology community to help our platform bring results to patients and clinicians," said Carey-Ann Burnham, PhD, Chief Executive Officer of Pattern Bioscience. Pattern's single-cell microbiology platform is the first and only culture-free, rapid phenotypic identification and susceptibility testing (ID/AST) platform designed to deliver clinically actionable results in hours, rather than the days required by traditional culture-based methods. The company recently shared new data across multiple presentations at ASM Microbe 2026. "I've spent my career bringing new microbiology diagnostics to market, and I've seen how long the field waits for tools that truly change patient care. Pattern is doing something genuinely different: combining ID, AST, and culture-level insight in a single, culture-free test, and delivering it in a fraction of the time. Joining right before launch is the kind of opportunity that doesn't come often, and I can't wait to get this platform into the hands of labs and clinicians," said David Barreca, Vice President of Sales at Pattern Bioscience. About Pattern Bioscience Pattern Bioscience aims to save lives by transforming how bacterial infections are diagnosed and improving global health by reducing the burden of antibiotic resistance. Its single-cell microbiology technology is the first and only culture-free, rapid phenotypic testing platform to deliver clinically actionable results in hours, compared to the days required by traditional culture-based methods. Pattern Bioscience is a privately held company based in Austin, Texas, and is led by veterans of the diagnostic industry with deep experience bringing new diagnostic technologies to market. For more information, visit pattern.bio. Forward-Looking Statements This press release contains forward-looking statements regarding Pattern Bioscience's product development, regulatory plans, and commercialization timeline, including statements about the Pneumonia ID/AST Panel and anticipated FDA submission and commercial launch. These statements are subject to risks and uncertainties, and actual results may differ materially. Pattern Bioscience's products are for Investigational Use Only; the performance characteristics of these products have not been established, and the products have not been cleared or approved by the FDA. Media Contact Kyle Fieleke

Legal Desire
Nov 19th, 2025
Pattern Bioscience Raises $43M Series D

Pattern Bioscience has raised $43 million in Series D funding, led by AMR Action Fund, Illumina Ventures, and Omnimed Capital. The funds will support a US multi-center clinical trial and regulatory submission for their Pneumonia ID/AST Panel, which has FDA Breakthrough Device Designation and is backed by a BARDA contract worth up to $40.9 million. Latham & Watkins LLP represented Pattern Bioscience in the transaction.

VCBay
Apr 29th, 2023
Austin-based Biotech startup Pattern Bioscience raises USD 28.7 million in Series C funding

To quickly develop effective treatments for drug-resistant bacterial infections, Pattern is a leader in the application of single-cell microbiology.

Business Wire
Apr 28th, 2023
Pattern Bioscience Secures $28.7 Million in Series C Financing

Pattern Bioscience secures $28.7 million in Series C financing to accelerate development of first-of-its-kind infectious disease diagnostic platform

FinSMEs
Apr 27th, 2023
Pattern Bioscience Raises $28.7M in Series C Financing

Pattern Bioscience, an Austin, TX-based company which specializes in rapid diagnosis and antibiotic susceptibility testing (AST) for bacterial infections, raised $28.7M in Series C funding.

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