Orchestrate
Turns the scientific goal into a task graph, delegates work, tracks state, and controls feedback loops.
Explore OrchestrateFROGENT / agent system
Four roles. One shared scientific record.
Orchestrate manages the campaign. Retrieve gathers evidence. Forge proposes designs. Gauge evaluates them. Each role reads from and writes to Global Context.
Retrieve
Gathers literature, database records, structures, and project evidence while preserving provenance.
Explore RetrieveForge
Generates and refines candidates, then connects design decisions to synthesis planning.
Explore ForgeGauge
Runs quantitative in silico evaluation, exposes diagnostics, and returns evidence to the next decision.
Explore GaugeShared stateGlobal Context
Goal and priors · constraints · evidence · candidates · scores · diagnostics · artifacts · handoffs
Inspect the architectureCoordination boundary
Shared context improves traceability. It does not erase uncertainty.
Every agent remains limited by source coverage, model behavior, evaluator approximation, tool reliability, and the quality of its inputs.
Human review remains part of the workflow wherever a scientific decision, experimental commitment, or risk judgment follows.
Follow the workflow