Formulation Engine
Physics-informed model screens 10,000 ionizable lipid and excipient combinations. Predicts pKa, encapsulation efficiency, particle size distribution, and membrane fusion propensity before any bench synthesis.
Module detailsThree integrated modules address the three major bottlenecks in LNP delivery development — formulation design, candidate prioritization, and regulatory documentation.
Use one module or all three as an integrated pipeline. Each produces outputs that feed directly into the next stage.
Physics-informed model screens 10,000 ionizable lipid and excipient combinations. Predicts pKa, encapsulation efficiency, particle size distribution, and membrane fusion propensity before any bench synthesis.
Module detailsMulti-objective scoring engine ranks candidates by hepatocyte transfection efficiency vs. cytotoxicity tradeoff. Incorporates ApoE corona prediction, serum stability, and endosomal escape propensity in the composite score.
Module detailsStructures validated formulation data into IND Module 3 CMC format. Auto-generates analytical characterization tables, stability assessment sections, and proposed formulation specifications.
Module details
Upload target tissue profile
Define your target cell type, route of administration, desired payload size, and any known safety constraints. Takes 15 minutes via web interface or API.
Run in silico screen
Formulation Engine queries 10,000+ LNP variants against your profile. Runtime 4–8 hours. All computation is asynchronous — you receive a notification when results are ready.
Review ranked candidates
Hit Ranking scores and ranks candidates by transfection efficiency vs. cytotoxicity tradeoff. Interactive scatter plot and sortable table. Flag candidates for bench validation queue.
Export IND-ready formulation report
IND Workflow assembles validated formulation data into Module 3 CMC format. Exports as structured PDF + machine-readable JSON for ELN ingestion.
API-first design. Data in, results out — no manual export/import steps. Works alongside your existing ELN and LIMS systems.
Upload your target tissue profile. Receive ranked formulation candidates within 72 hours.