Target-to-Hit Discovery
Hypothesis from KG + literature
Design study + protocol
Run assay + QC review
Analyze dataset + lineage check
Draft report + decision
Research & Discovery Workflows
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Visual workflow lanes showing how scientific, data, and governance processes connect across the platform. Business and scientific purpose: this view supports faster, evidence-based drug discovery decisions across research, operations, and governance teams. Research & Discovery Workflows is connected to linked entities, metrics, and workflow actions in this workspace. Use these panels to review evidence, identify risks, and decide the next best scientific action. The view uses deterministic demo data shaped to mirror realistic drug discovery operations.
Lead Optimization Loop
Select SAR series
Docking and ADMET triage
Synthesis/assay rerun
Notebook evidence + metadata checks
Portfolio risk update
Preclinical & Translational
PK/PD model review
Toxicology/animal study evidence
Biomarker validation
Translational briefing package
Go/No-Go approval
Governed Delivery
Compliance task completion
Consent/privacy verification
Audit checkpoints
Export packaging
Regulatory handoff
Data Ingestion & Curation
Connector pull from sources
Schema + metadata normalization
FAIR + policy checks
Lineage edge registration
Dataset publish to workbench
Bioinformatics Compute
Notebook hypothesis setup
Pipeline parameter selection
Batch execution + logs
Run metrics and QC verification
Artifact persistence to storage
AI Agent Orchestration
Select domain agent
Provide scientific inputs
Execute with guardrails
Review simulated outputs
Promote result to report/decision
Collaboration & Sign-off
Open thread with context
Assign reviewer + approver
Capture rationale + votes
Resolve risks and CAPA items
Record final audit event