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Biotech · Workflow
Drug discovery and compound screening
Automates the drug discovery pipeline from target identification through compound screening and hit validation, accelerating the identification of promising therapeutic candidates. Streamlines data analysis, experimental design optimization, and regulatory documentation preparation.
Workflow Trigger
New therapeutic target identified and validated for drug development
Visual Flow
Each node represents an automated step. Connections show how data and decisions move through the workflow.
Step-by-Step Breakdown
Detailed explanation of each automated stage in the workflow.
- 1Trigger
Target validation completed
A new biological target has been validated for therapeutic intervention and entered into the drug discovery pipeline. The target information is logged in the research database with associated disease indication.
LIMSElectronic Lab Notebooks - 2Action
Generate compound library query
Bioinformatics software analyzes target structure and generates optimized parameters for compound library screening. Virtual screening filters are applied to identify potential binding candidates.
Bioinformatics software suitesLIMS - 3Action
Execute automated screening assays
High-throughput screening protocols are automatically configured and executed against the compound library. Assay data is captured and integrated into the laboratory management system.
LIMSMass spectrometry data systemsElectronic Lab Notebooks - 4Decision
Evaluate hit compound criteria
Automated analysis determines if screening results meet predefined hit criteria for potency, selectivity, and drug-like properties. Compounds are classified as hits, near-hits, or failures.
Bioinformatics software suitesLIMS - 5Action
Validate promising hits
Hit compounds undergo secondary assays for confirmation including dose-response curves and selectivity panels. Validated hits are prioritized for lead optimization studies.
LIMSMass spectrometry data systemsElectronic Lab Notebooks - 6Action
Prepare regulatory documentation
Comprehensive screening data packages are compiled and formatted for regulatory submissions and intellectual property filings. Documentation includes assay protocols, results, and safety assessments.
Regulatory submission platformsElectronic Lab Notebooks - 7Output
Generate discovery report
Final drug discovery report is produced containing validated hits, screening statistics, next steps recommendations, and regulatory-ready documentation. Report is distributed to stakeholders and archived.
Electronic Lab NotebooksRegulatory submission platforms
Outputs
- Validated hit compounds with activity profiles
- Regulatory-compliant screening documentation
- Prioritized lead optimization recommendations
Key Metrics
- Hit rate percentage
- Time from target to validated hits
- Number of compounds screened per day
Tools & Integrations
- LIMS
- Electronic Lab Notebooks
- Bioinformatics software suites
- Mass spectrometry data systems
- Regulatory submission platforms
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