PALVERON AI Governance adapter for CrewAI — task guardrails, step callbacks, and audit trails for every crew execution.
Add one guardrail function. Every task output gets checked against your PALVERON governance policies. PII is caught. Blocked outputs trigger retries. Everything gets an audit trail.
pip install palveron-crewaifrom crewai import Agent, Task, Crew
from palveron_crewai import palveron_guardrail
# Create PALVERON guardrail
guardrail = palveron_guardrail(api_key="pv_live_xxx")
# Attach to any task
report_task = Task(
description="Write a customer analysis report",
expected_output="A report with customer insights",
agent=analyst_agent,
guardrail=guardrail, # ← PALVERON governance
guardrail_max_retries=2, # Retry if blocked
)If the agent's output contains PII, secrets, or violates your policies, CrewAI automatically retries the task with PALVERON feedback.
from palveron_crewai import PalveronStepCallback
callback = PalveronStepCallback(api_key="pv_live_xxx")
crew = Crew(
agents=[researcher, writer],
tasks=[research_task, write_task],
step_callback=callback, # ← Every step governed
)
result = crew.kickoff(inputs={"topic": "AI Safety"})
# Governance summary
print(f"Checked: {callback.check_count}, Blocked: {callback.blocked_count}")
print(f"Traces: {callback.trace_ids}")from palveron_crewai import PalveronCrewGovernance
gov = PalveronCrewGovernance(api_key="pv_live_xxx")
task = Task(..., guardrail=gov.task_guardrail())
crew = Crew(..., step_callback=gov.step_callback())
result = crew.kickoff(inputs={...})
print(gov.summary()) # {"checks": 12, "blocked": 1, "trace_ids": [...]}guardrail = palveron_guardrail(
api_key="pv_live_xxx",
base_url="https://gateway.internal.corp:8080", # On-prem
fail_open=False, # Block on gateway errors (default)
metadata={"team": "ml"}, # Extra metadata on traces
)| Decision | Guardrail Behavior |
|---|---|
ALLOWED |
(True, output) — task proceeds |
MODIFIED |
(True, sanitized_output) — proceeds with PII redacted |
BLOCKED |
(False, feedback) — CrewAI retries with PALVERON feedback |