Drug Discovery Agentic Framework
Med Cheminformatics accelerates timelines by 10x with an agentic assistant that ensures quality, defines the right path, and effortlessly handles complex in-silico workflows.
Trusted by leading research organizations
Drug discovery workflows are too complex
Most preclinical R&D teams struggle with these systemic issues
Fragmented Tools
Teams juggle disconnected software, spreadsheets, and scripts with no unified workflow.
Slide-Based Decisions
Critical scientific decisions are assembled in PowerPoint and meeting notes, not reproducible systems.
Tools Without Governance
Computational models run without audit trails, parameter tracking, or human approval gates.
Knowledge Loss
When team members leave, their decision rationale and methodology leaves with them.
Decision infrastructure that works
The AgentStack provides the foundation for making scientific decisions systematically
Workflow-Native
Build explicit, parameterized pipelines that capture every step of your analysis.
Human-Approved
Every decision requires human review. Our assistant guides you, but scientists decide.
Reproducible
Re-run any analysis with identical inputs and get identical outputs.
Auditable
Full lineage tracking from data input to final decision report.
Platform & Integration
Build and deploy custom agents with the AgentStack, or integrate directly via our API or KNIME workflows.
Agentic Framework
SAR Intelligence. QSAR Builder. Decision Logic.
A unified environment for molecular scientists to build, govern, and execute complex decision logic via our multi-agent architecture.
- Full pipeline execution & governance
- SAR Intelligence Agent (ChEMBL augmented)
- Activity Dataset Builder & Modeler
- Decision reports & complete audit lineage
API & Integration
REST API. Playground. KNIME Nodes.
Inject advanced reasoning and molecular intelligence directly into your existing scripts, pipelines, or low-code environments like KNIME.
- Interactive API Playground for immediate testing
- Ready-to-use in KNIME workflows
- Scale via secure Cloud Functions
- Compatible with standard HTTP clients
How It Works
From raw data to auditable decisions in a structured workflow
Data
Connect your molecular data sources
Workflow
Build explicit, parameterized pipelines
Decision
Compress analysis into ranked outputs
Report
Generate auditable decision reports
History
Maintain full lineage over time
Who It's For
Our AgentStack serves teams that need systematic, defensible scientific decisions
Pharma R&D
Large pharmaceutical companies looking to standardize and scale their preclinical decision processes.
Biotech
Emerging biotech companies building rigorous, auditable pipelines from day one.
Translational Research
Academic and industry teams bridging discovery and clinical development.
Advanced Chemistry Teams
Med-chem and comp-chem teams requiring explainable, reproducible workflows.
Deployment Flexibility
Deploy the AgentStack where it makes sense for your organization
Cloud SaaS
Fast pilots and easy evaluation
Private VPC
Enterprise isolation and control
On-Premise
Air-gapped and IP-sensitive
Ready to transform your scientific decisions?
See how our Drug Discovery Agentic Framework can help your team make faster, reproducible preclinical decisions.