Insights

Targeted niche Small team focused on novel small molecule drug discovery for cancer targets and rare diseases, presenting an opportunity for strategic partnerships or contracted R&D services with larger pharma players seeking specialized hit generation.

AI driven Leveraging cloud-based distributed systems, proprietary algorithms, and AI modules to identify candidate molecules quickly, suggesting a value proposition for pharma companies seeking faster lead generation and reduced discovery timelines.

Rapid delivery Capability to provide novel drug candidates and summarized reports in under one week offers a compelling speed advantage for customers needing accelerated project kickoffs or competitive differentiation.

Low integration Service model minimizes IT and licensing burden, appealing to labs and CROs that want quick access without heavy software deployments, potentially enabling white-label partnerships or scoped pilot programs.

Financial profile Current revenue under $1M with a small employee base indicates high growth potential through channel partnerships, tiered service offerings, and expansion into adjacent targets or indications with larger pharmaceutical customers.

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Collective Scientific, LLC Tech Stack

Collective Scientific, LLC uses 8 technology products and services including RSS, Squarespace, Squarespace Commerce, and more. Explore Collective Scientific, LLC's tech stack below.

  • RSS
    Content Management System
  • Content Management System
  • PowWeb
    Email Hosting
  • Google Fonts API
    Font Scripts
  • Choices
    Javascript Libraries
  • Google Maps
    Maps
  • Google Analytics
    Web Analytics

Collective Scientific, LLC's Email Address Formats

Collective Scientific, LLC uses at least 1 email format:
Collective Scientific, LLC Email FormatsExamplePercentage
FLast@collectivescientific.comJDoe@collectivescientific.com
100%

Frequently Asked Questions

What is Collective Scientific, LLC's official website and social media links?

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Collective Scientific, LLC's official website is collectivescientific.com and has social profiles on LinkedIn.

How much revenue does Collective Scientific, LLC generate?

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As of September 2026, Collective Scientific, LLC's annual revenue is estimated to be <$1M.

What is Collective Scientific, LLC's NAICS code?

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Collective Scientific, LLC's NAICS code is 3254 - Pharmaceutical and Medicine Manufacturing.

How many employees does Collective Scientific, LLC have currently?

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As of September 2026, Collective Scientific, LLC has approximately 2 employees across 1 continents, including North America. Key team members include Chief Financial Officer: J. C. and Co-Founder, Cto: A. P. Explore Collective Scientific, LLC's employee directory with LeadIQ.

What industry does Collective Scientific, LLC belong to?

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Collective Scientific, LLC operates in the Pharmaceutical Manufacturing industry.

What technology does Collective Scientific, LLC use?

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Collective Scientific, LLC's tech stack includes RSS, Squarespace, Squarespace Commerce, PowWeb, Google Fonts API, Choices, Google Maps and Google Analytics.

What is Collective Scientific, LLC's email format?

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Collective Scientific, LLC's email format typically follows the pattern of FLast@collectivescientific.com. Find more Collective Scientific, LLC email formats with LeadIQ.

When was Collective Scientific, LLC founded?

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Collective Scientific, LLC was founded in 2017.
Collective Scientific, LLC logo

Collective Scientific, LLC

Pharmaceutical ManufacturingMichigan, United States2-10 Employees

Collective Scientific, LLC operates in the pharmaceutical manufacturing sector, focusing on accelerating drug discovery for cancer targets and rare diseases. The company develops software that enables pharmaceutical laboratories to identify novel small molecule candidates quickly, delivering a summarized report on the most promising compounds derived for binding pockets with known crystal structures. By leveraging cloud-based distributed systems and proprietary algorithms, the firm aims to reduce the time and resource burden for drug candidate generation, allowing labs to maintain a fuller pipeline without additional training, software licenses, or IT infrastructure costs. Based in Ann Arbor, Michigan, the company positions itself as a technology-driven service provider that complements traditional lab workflows by offering rapid candidate identification. Its target market includes drug discovery laboratories seeking efficient, software-assisted means to generate and assess potential new molecules within a short timeframe.

Section iconCompany Overview

NAICS Code
3254 - Pharmaceutical and Medicine Manufacturing
Founded
2017
Employees
2-10

Section iconFunding & Financials

  • <$1M

    Collective Scientific, LLC's revenue is estimated to be in the range of <$1M

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