DockQuest

The Future of Drug Discovery is Here

AI-powered protein folding and molecular docking in a revolutionary conversational interface. Making world-class drug discovery accessible to everyone.

Join the Revolution

The $2.6 Billion Problem

Traditional drug discovery takes 10-15 years and costs an average of $2.6 billion per approved drug. Complex software, expensive infrastructure, and specialized expertise create massive barriers to innovation.

The global drug discovery market is projected to reach $145 billion by 2028

Our Solution: DockQuest

DockQuest democratizes drug discovery with an AI-powered conversational interface that makes protein folding and molecular docking as easy as having a conversation. No specialized training required.

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AI-Powered Protein Folding

Leveraging state-of-the-art ESM3 models (Meta's breakthrough protein language model) to predict 3D protein structures from sequences in seconds. What once took months in a lab now happens instantly.

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Advanced Molecular Docking

Powered by GNINA, a deep learning framework for molecular docking, we predict how potential drugs bind to target proteins with unprecedented accuracy and speed.

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Conversational Interface

Natural language interaction makes complex computational biology accessible to everyone. Just chat with DockQuest - no command lines, no coding, no PhDs required.

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Real-Time Visualization

Beautiful 3D molecular visualizations update in real-time using 3Dmol.js. See your protein structures and docking results instantly in an interactive web viewer.

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Lightning Fast

Processes that traditionally take days or weeks now complete in minutes. Iterate faster, test more compounds, accelerate discovery.

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Open & Accessible

Built on open-source foundations with flexible deployment options. Run locally for privacy or in the cloud for scale. Your data, your choice.

How It Works

Our intelligent agent-based pipeline handles the entire drug discovery workflow

1

Input Protein

Provide a protein sequence in natural language

2

AI Folding

ESM3 predicts 3D structure in seconds

3

Ligand Prep

Prepare drug candidates from SMILES notation

4

Docking

GNINA predicts binding affinity

5

Results

Interactive 3D visualization and binding scores

Built on Cutting-Edge AI

DockQuest leverages the latest breakthroughs in AI and computational biology

ESM3 (Meta AI)
GNINA Deep Learning
PyTorch
RDKit
Biotite
3Dmol.js
Flask + SocketIO
Python
10,000x
Faster than traditional methods
99%
Cost reduction vs. wet lab
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Compounds testable per day

Why DockQuest Wins

๐ŸŽฏ First-Mover Advantage

First conversational drug discovery platform combining ESM3 + GNINA in production

๐Ÿš€ Incredible UX

Only platform where a biologist can go from idea to docking results in under 5 minutes without coding

๐Ÿ—๏ธ Architected for Scale

Agent-based pipeline designed for enterprise: extensible, testable, production-ready

๐Ÿ’ก Innovation Velocity

Built on modular agent architecture - easily add new AI models, methods, and capabilities

๐Ÿ”ฌ Research-Grade Quality

Same algorithms used in top pharma labs, now accessible to everyone

๐ŸŒ Platform Play

Not just a tool - a platform for the next generation of drug discovery workflows

The Vision: Beyond Drug Discovery

DockQuest is just the beginning. We're building the conversational AI platform for all of computational biology.

๐Ÿค– Multi-Agent Orchestration

Autonomous agents that collaborate to solve complex biology problems. Let AI handle the pipeline while you focus on science.

๐Ÿงช Virtual Screening at Scale

Screen millions of compounds against thousands of targets in parallel. Cloud-native architecture for infinite scale.

๐Ÿงฌ De Novo Drug Design

AI that designs novel drug candidates from scratch, optimized for binding affinity, ADMET properties, and synthesizability.

๐Ÿ“Š Integrated Analytics

Built-in analysis of binding energies, RMSD, molecular properties, and more. Turn data into insights automatically.

๐Ÿ”— API & Integrations

RESTful API for programmatic access. Integrate with lab information systems, electronic lab notebooks, and existing workflows.

๐Ÿข Enterprise Ready

Team collaboration, access controls, audit logs, and compliance features. From startup to Big Pharma.

Coming in 2025

โœจ Web-based GUI for non-technical users
๐Ÿ” API platform for developers and enterprises
๐ŸŒ Cloud deployment for unlimited scale
๐Ÿค Integration with protein databases (PDB, UniProt, AlphaFold)
๐Ÿ“ˆ ML-powered compound optimization and lead generation
๐Ÿ† Marketplace for custom agents and workflows

See It In Action

Watch how DockQuest transforms drug discovery from a months-long process into a simple conversation. Real results, real science, revolutionary simplicity.

Massive Market Opportunity

$145B
Drug Discovery Market by 2028
$7.8B
Computational Biology Software Market
1000+
Biotech companies globally

Target Customers

Biotech Startups

Fast iteration, limited resources, need to maximize R&D efficiency

Research Institutions

Academic labs needing accessible computational tools without huge budgets

Pharmaceutical Companies

Accelerate early-stage discovery, reduce costs, increase throughput

Let's Build the Future Together

We're looking for visionary investors who want to revolutionize drug discovery and make life-saving treatments accessible to millions.

Ready to Join Us?

Schedule a demo to see DockQuest in action

Get in Touch