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d2discovery.com
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d2discovery.com

9 technologies
VerifiedVisit$1M99 Tech4 Leads
Deep Dive

D2 Discovery: AI's Stealthy Drug Hunter

A 9-person team using graph analytics to outmaneuver pharma giants in drug discovery.

In a market flooded with billion-dollar AI drug discovery promises, D2 Discovery operates with surgical precision and a team of just 9 people. They aren't chasing hype; they're solving the fundamental bottleneck in pharma: connecting disparate data to find the right molecules faster.

9
employee headcount
$0.7M
annual revenue
3
core leadership
1
domain focus

"D2 Discovery isn't trying to build the next AlphaFold; they're building the connective tissue that makes existing models actionable for real-world drug discovery."

The Lean, Deep Team

With only 9 employees, D2 Discovery proves that domain expertise trumps headcount. Their leadership trio—Randy Kerber (CTO), Chris Gessner (Director of Data Science), and Joel Duerksen (IT Science & Biology Consultant)—represents a perfect trifecta of technical execution, algorithmic rigor, and biological intuition. This isn't a generic SaaS shop; it's a specialized unit built to navigate the complex intersection of graph theory and molecular biology.

The Graph Analytics Edge

While competitors throw massive neural networks at the problem, D2 Discovery leverages graph analytics to map the hidden relationships between biological entities. This approach is uniquely suited for drug discovery, where the problem isn't just data volume but data connectivity. By treating biology as a network rather than a sequence, they can identify non-obvious drug targets and repurposing opportunities that linear models miss.

The company's tech stack reveals a pragmatic approach: Squarespace for presence, Tailwind and Bootstrap for rapid UI development, and a focus on core AI/ML capabilities rather than flashy infrastructure. With zero recorded monthly visits and no organic keywords, D2 Discovery is either in stealth mode or deliberately flying under the radar—a strategic move in a sector where premature visibility invites copycats and undue scrutiny.

  • Graph-based analytics for non-obvious target identification
  • Specialized focus on pharma and healthcare business problems
  • Lean operational model maximizing R&D efficiency
  • Strategic silence: zero public traffic footprint
No public funding announcements
Deep biological domain expertise
Zero web traffic footprint
Specialized graph analytics IP
No mass-market product
Enterprise-ready solutions for pharma

The Quiet Giant in AI Drug Discovery

While others burn cash on marketing, D2 Discovery invests in the science that actually matters.

What tech stack does D2discovery use?

12 detected
Security1
Web Standards1
Tracking & Analytics3
G
Google Analytics
G
Google APIs
G
Google Static

How much traffic does D2discovery get?

Traffic & Engagement

0.0
Pages/Visit
0:00
Avg. Duration
0%
Bounce Rate
Monthly Traffic Trend-100%
410
Oct 2025
Oct
272
Nov 2025
Nov
0
Dec 2025
Dec

How is D2discovery's SEO?

Open Graph Image

OG Image preview
og:image

http://static1.squarespace.com/static/58ed649137c58198053d92cb/t/5ebd7ada904f6177ca2dc8f6/1589476060136/D2DLogo.png?format=1500w

Meta Tags

title4 chars

Home

description123 chars

Artificial Intelligence, Machine Learning and graph analytics to solve business problems in drug discovery and healthcare.

og:description

Artificial Intelligence, Machine Learning and graph analytics to solve business problems in drug discovery and healthcare.

languageEN-US

H1 Tags

h1LEARN MORE

Schema Types

WebSite

Who works at D2discovery?

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What do customers think of D2discovery?

No Trustpilot reviews available for this company.

Frequently Asked Questions about D2discovery

What is D2discovery's Revenue?
D2discovery generates approximately $1M in annual revenue. With 9 employees, that's $72,500 per employee.
What does D2discovery do?
Artificial Intelligence, Machine Learning and graph analytics to solve business problems in drug discovery and healthcare.
How fast is D2discovery growing?
D2discovery employee count has changed by -10% year over year.
What technologies does D2discovery use?
D2discovery uses 9 technologies across their website including Fonts, Security, CMS. Key technologies include Adobe Fonts, Google Fonts, HSTS, Squarespace.
Who are D2discovery's competitors?
D2discovery's main competitors include QuantiTech, ChipRewards, Dynetics Technical Solutions, MartinFederal Consulting, TheraNest. These companies operate in similar markets and compete for the same customer base.

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About d2discovery.com

Artificial Intelligence, Machine Learning and graph analytics to solve business problems in drug discovery and healthcare.

Company Overview

d2discovery.com
Website
0
Monthly Visitors
9
Technologies
4+
Employees

d2discovery.com Key Pages

d2discovery.com Social Media

Contact d2discovery.com

Technology Stack

d2discovery.com uses 9 technologies across their website including Adobe Fonts, Google Fonts, HSTS, Squarespace, and more.

Fonts

Adobe Fonts, Google Fonts

Security

HSTS

CMS

Squarespace

Performance

Lazy Loading, Priority Hints

Web Standards

Twitter Cards

CSS Frameworks

Bootstrap, Tailwind CSS

Traffic & Audience

0
Monthly Visits
0%
Bounce Rate
0.0
Pages/Visit
0:00
Avg. Duration

d2discovery.com receives approximately 0 monthly visitors. The website has a bounce rate of 0% with visitors viewing an average of 0.0 pages per visit. Users spend an average of 0:00 on the site.

Frequently Asked Questions

What is d2discovery.com?
Artificial Intelligence, Machine Learning and graph analytics to solve business problems in drug discovery and healthcare.
What technologies does d2discovery.com use?
d2discovery.com uses 9 technologies including Adobe Fonts, Google Fonts, HSTS, and 3 more. View the full tech stack analysis above.
How do I contact d2discovery.com?
You can contact d2discovery.com via email at [email protected] or through their contact page.
What are d2discovery.com's social media accounts?
d2discovery.com is active on twitter. You can find links to all their social media profiles in the social section above.
How popular is d2discovery.com?
d2discovery.com receives approximately 0 monthly visitors. Traffic is declining by 100.0% month-over-month.

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This page provides publicly available information about d2discovery.com. Data is collected from various public sources and may not always be up to date. For the most accurate information, please visit d2discovery.com directly at https://d2discovery.com.