Human-in-the-loop (HITL)

PraisonAIBio uses the PraisonAI backbone for approvals — not a custom gate.

YAML workflows

- name: assumption_hitl
  approve:
    description: Approve SBML assumptions before simulation
    risk_level: medium
    auto_approve: false

Examples:

• workflows/cookbooks/full_platform_pipeline.yaml
• workflows/platform/approval_assumption_gate.yaml
• workflows/discovery/biomodels_assumption_review.yaml

When to use HITL

Step	Risk	Gate
Assumption review	Medium	Before simulation
Parameter scan	Medium	Before execution
Export to lab paths	High	Under bio-lab policy

Run platform gates manually when inline approve is unavailable:

praisonai workflow run workflows/platform/approval_assumption_gate.yaml

See Workflows and Policy.