Alpha · v0.2.0 · Apache-2.0

Qortara Governance

The open-source developer layer of Qortara Agent Governance.

Start at the dispatch path: govern supported agent tool execution and capture evidence from what actually happened. Qortara Governance uses Microsoft Agent Governance Toolkit capabilities rather than rebuilding the upstream governance substrate. The managed Qortara Agent Governance product expands that foundation into tenant-aware policy, trust, fleet visibility, evidence, incidents, and controlled adaptive-state governance.

Qortara SDLC is a separate sister product for governed software delivery. It may consume Agent Governance capabilities, but it owns lifecycle, evidence, planning, verification, release, and delivery semantics rather than inheriting them from this package.

The governed-agent ecosystem

One call, one workflow, one lifetime: governed end to end.

IdentityAGT inputCapabilitiesAGT inputConditionsAGT inputDelegation scopeAGT inputTrust scoreAGT inputPolicy engineAGT engineAllowAGT outcomeVerifyAGT outcomeDenyAGT outcomeSaga stepsAGT workflowVerifiedAGT workflowIncidentAGT workflowMemoryQortara evolutionBehaviorQortara evolutionAuthorityQortara evolutionFeedback loopEcosystemTamper-evident record

AGT engine

Policy engine

Deterministic policy evaluation. The factors converge here and resolve to one of three outcomes, before the action runs.

Install

pip install qortara-governance-langchain

With LangGraph support:

pip install 'qortara-governance-langchain[langgraph]'

Quickstart

Wire the sidecar into your LangChain agent. The LangChain integration guide walks through the full setup, policy pack authoring, and sidecar lifecycle.

from langchain_core.tools import tool
from qortara_governance_langchain import GovernedAgent

@tool
def fetch_customer_record(customer_id: str) -> dict:
    """Fetch a customer record from the CRM."""
    ...

agent = GovernedAgent(
    tools=[fetch_customer_record],
    policy_profile="crm-readonly",
)

result = agent.invoke({"input": "Look up customer 42"})

Read the LangChain integration guide →

Project links

Managed product · active build

Qortara Agent Governance

The managed product turns the open governance foundation into an organization-aware operating plane: policy and trust, fleet posture, evidence, incidents, controlled adaptive-state transitions, account entitlements, and enterprise operations. It is part of the shared Qortara application family and remains pre-production while the hosted path is being verified.

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LangChain, LangGraph, and LangSmith are trademarks of LangChain, Inc. The Agent Governance Toolkit is an open-source MIT-licensed project. Qortara is an independent project and is not affiliated with, endorsed by, or sponsored by LangChain, Inc. or Microsoft. See our trademarks notice for full third-party mark attributions.