Use Cases
Six example workflows. Each runs 1:1 in Claude, ChatGPT or Cursor.
Retrosynthesis in chat
Claude analyses your target molecule, proposes routes, checks druglikeness and ADME profiles, and exports the building-block list. Tools: covachem_design, covachem_adme, covachem_druglikeness, chemreason_analyze.
Plan an ICH stability study
Generate ICH-Q1A-compliant plans, fit Arrhenius models, derive shelf-life bands, straight from a ChatGPT tab. Tools: covastab_*.
Docking screen from Cursor
From a Cursor notebook: load a SMILES list, run a docking pipeline, rank hits by binding energy and synthesisability. Tools: covadock_*, covafold_*, covachem_compare.
Formulation optimisation with DoE
Recipe optimisation via RSM designs in Copilot. Proposal, data-collection plan, model fit, robustness check, recommendation, all by tool calls. Tools: covadoe_*, covaopt_*.
Antibody stability profile
From a sequence: hydrophobicity patches, aggregation risk, pI, viscosity hotspots. Tools: covabio_*, covastab_*.
Solubility screen for salt selection
pH-dependent solubility curves, antisolvent strategies, mixture predictions for salt form selection. Tools: covasolve_*.