Fundraising Fox

Ark

New York, US · Founded 2021 · 4 known investors

Find your way into Ark

84 people in our graph share verified history with the Ark team — schools, employers, funds. One of them is your warm intro.

Zhenyu Tangunlockedknows Zheng Huang · together at Tsinghua University (overlapped)
×8knows the team · via Washington State University
×3knows the team · via Tsinghua University

Ark applies machine learning and AI to bioprocessing, replacing trial-and-error methods with hybrid predictive models to accelerate drug development and scale biotherapeutic manufacturing. The platform serves biopharmaceutical companies and biotech firms seeking to reduce R&D timelines and production costs.

Also known as Ark Biotech · ARK BIOTECH

Founders & leadership

Ark was founded in 2021 by Zheng Huang, Yossi Quint, and Yosef A Quint.

ZHZheng Huang
Zheng HuanginCo-FounderZheng Huang brings over two decades of experience in bioprocessing across biopharmaceutical, cellular agriculture, and digital sectors. He is co-founder of Ark, which uses machine learning and AI to optimize biomanufacturing processes for drug development and therapeutic production.
YQ
Yossi QuintCo-Founder & CEO
YA
Yosef A QuintCo-founder
IF
Irving FainNamed on SEC filing

Investors · 4

Reported raises · per SEC filings

Form D private placements

$21.7M disclosed across 4 rounds · 2021–2024

$8.2MraisedMay 2024 · 8 investors · Other Technology
Rule 506(b)
Officers, directors & promoters on the filing
  • Yosef Avraham QuintExecutive Officer, Director
  • Irving FainDirector
Offering amount
$11M
Amount sold
$8.2M
First sale
May 2024
Incorporated
Corporation, Delaware, 2021
Federal exemptions
06b
Full filing on SEC EDGAR ↗
$5MraisedOct 2022 · 5 investors · Other Technology
Rule 506(b)
Officers, directors & promoters on the filing
  • Yosef Avraham QuintExecutive Officer, Director
  • Irving FainDirector
Offering amount
$5M
Amount sold
$5M
First sale
Oct 2022
Incorporated
Corporation, Delaware, 2021
Federal exemptions
06b
Full filing on SEC EDGAR ↗
$6MraisedMay 2022 · 12 investors · Other Technology
Rule 506(b)
Officers, directors & promoters on the filing
  • Irving FainDirector
  • Yosef Avraham QuintExecutive Officer, Director
Offering amount
$6M
Amount sold
$6M
First sale
Apr 2022
Incorporated
Corporation, Delaware, 2021
Federal exemptions
06b
Full filing on SEC EDGAR ↗
$2.5MraisedDec 2021 · 10 investors · Other Technology
Rule 506(c)
Officers, directors & promoters on the filing
  • Irving FainDirector
  • Yosef A QuintExecutive Officer, Director
Offering amount
$2.5M
Amount sold
$2.5M
Minimum investment
$10K
First sale
Dec 2021
Incorporated
Corporation, Delaware, 2021
Federal exemptions
06c
Full filing on SEC EDGAR ↗

Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.

Company profile

researched Aug 2026

Ark (Ark Biotech) develops software for computational bioprocessing, offering what it describes as a virtual bioreactor: users upload experimental data they have already generated, create a custom model without coding, and simulate cell culture runs in seconds rather than executing them physically. The platform is positioned across the bioprocess lifecycle, from early-stage process development and scale-up through tech transfer and commercial operations, and is aimed at shortening timelines, reducing the number of physical bioreactor runs, and improving outcomes such as titer and process robustness.

The product exposes more than 25 cell culture trends, including growth metrics (titer, viability, viable cell density), metabolic indicators (pCO2, lactate, ammonia) and soft sensors such as impeller and sparger power-per-volume. Users can run sensitivity analyses and full factorial designs of experiments in silico, explore tens of thousands of process variations in a single action, and have candidate recipes ranked against stated goals and constraints. A scale-up module quantifies cell culture performance across scales and bioreactor configurations using a dynamic bioreactor model, analyzing trends such as pCO2 and osmolality to surface problems early. The system is bioreactor-agnostic, with a library of vessels plus the ability to add custom geometry, impellers and spargers, and includes an interactive "Bioprocess AI Assistant" chatbot for accessing and interpreting results. Ark also references an open-source area alongside its technology, insights and careers pages.

Security and deployment claims include SOC 2 Type II certification, AES-256 encryption at rest and TLS 1.2 or higher in transit, single-tenant AWS hosting with a dedicated VPC, SSO-based authentication with short-lived tokens, secrets management via AWS Secrets Manager and Parameter Store, and a policy that customer data is used only to auto-calibrate models within the customer's own product environment rather than to train Ark's models.

Founding story

Co-founders Zheng Huang and Yossi Quint started Ark to combine domain expertise in biopharmaceutical manufacturing with predictive modeling. Quint began his career as a quantitative researcher in finance, where he saw the effect of predictive modeling; Huang spent over a decade in biopharmaceuticals, including as Director of MSAT at Sanofi, leading tech transfer, process modeling and automation teams, and observed the need for more integrated, data-driven approaches [2].

Business model

Ark sells access to its bioprocess simulation software to biopharmaceutical manufacturers and contract development and manufacturing organizations; the site is structured around booking a demo of the commercially available product, with customer data hosted in single-tenant environments [0][1].

Traction

The company states its software is commercially available and that top biopharma companies and CDMOs use it; it reports SOC 2 Type II certification. A May 2026 insights post reports real-time closed-loop optimization delivering a 43% titer improvement over a historical best [0][1][3].

Full profile — market position, technology, go-to-market, history

Market position

Ark positions itself in the emerging computational bioprocess segment, stating that top biopharma companies and CDMOs use its software, and framing simulation as a replacement for the trial-and-error experimentation that currently governs process development [0][1][4].

Ark combines mechanistic models drawn from biology, chemistry and physics equations with machine learning applied where scientific knowledge is incomplete, rather than relying on purely statistical or purely empirical approaches. It emphasizes a no-code interface usable by any scientist, tolerance for sparse and imprecise data from common sensors and instruments via an advanced model calibration method, bioreactor-agnostic modeling with customizable vessel geometry, and simulation speed that allows thousands of parallel virtual experiments [0][1][4].

Technology

Ark's approach, which it calls computational bioprocess, is model-first: mechanistic models assembled from established scientific equations spanning the bioprocess are interconnected into a dynamic framework, with machine learning and AI layered in where mechanistic understanding is incomplete to learn patterns from historical data. The resulting simulations run in seconds, enabling high-throughput in silico experimentation, sensitivity analyses, full factorial DOEs, scale-up prediction (including pCO2 and osmolality across scales and PID tuning for perfusion processes), pre-running of process deviations, and optimization across the design space. The software runs on AWS in single-tenant environments and includes an agentic/chatbot interface for querying results [0][1][4].

Go-to-market

Direct enterprise sales led by demo requests on the company website, supported by published technical content (insights posts on computational bioprocess, digital twins, agentic interfaces and FDA guidance) and an advisory board drawn from academia and industry [0][2][3].

Biopharmaceutical companies and contract development and manufacturing organizations (CDMOs), and within them process development, MSAT, scale-up, tech transfer and commercial manufacturing scientists [0][1].

History

Ark was founded by Zheng Huang and Yossi Quint to apply a model-first approach to bioprocessing. It published a foundational technical essay on "computational bioprocess" in January 2025, followed by posts on FDA draft guidance and AI-readiness in July 2025, on real-time closed-loop optimization in May 2026, and on building an agentic interface for scientific data in August 2026. The website states the software is now generally available [2][3][4].

Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.

Key figures

latest reported
Cell culture trends modeledJan 202625 trends
Security certificationJan 2026SOC 2 Type II certified
Titer improvement from real-time closed-loop optimization vs. historical bestMay 202643%

Company-reported or press-reported figures, each dated to when it was claimed — not independently audited.

Competitors · 3

by search overlap

Companies competing with Ark for the same Google search keywords, organic and paid, via search-intersection analysis.

Timeline · 4

launches, deals, and filings
Aug 2026
Ark publishes work on an agentic interface for scientific data

Insights post titled "Beyond the Chatbot: Building an Agentic Interface for Scientific Data".

source ↗

May 2026
Ark reports 43% titer improvement from real-time closed-loop optimization

Insights post describing real-time closed-loop optimization delivering a 43% titer improvement over the historical best.

source ↗

Jan 2026
Ark bioprocess simulation software made generally available

Ark's website announces that its software is now available, offering no-code virtual bioreactor simulation, in silico optimization and a Bioprocess AI Assistant to biopharma companies and CDMOs.

source ↗

Jan 2025
Ark publishes "Computational Bioprocess: The Next Frontier"

Company essay setting out its model-first approach that pairs mechanistic models of biology, chemistry and physics with machine learning to run thousands of virtual bioreactor experiments in place of physical runs.

source ↗

Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.

In the news

Research sources · 8

primary sources listed
  • Arkark-biotech.com · web

8 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does Ark do?
Ark builds simulation and AI software that lets bioprocess scientists run virtual bioreactor experiments in seconds.
Who founded Ark?
Ark was founded by Zheng Huang, Yossi Quint, Yosef A Quint in 2021.
Who are Ark's investors?
Ark's investors include HAWKTAIL, HCVC, Primary Venture Partners, Siddhi Capital.
How much funding has Ark raised?
Ark has disclosed $21.7M raised across 4 rounds.
Where is Ark headquartered?
Ark is headquartered in New York, US.