AI Governance
Definition
AI governance encompasses the policies, technical controls, organizational processes, and oversight mechanisms that ensure AI systems operate safely, transparently, and within regulatory boundaries. In the context of AI automation platforms, governance includes access control (who can build and run AI), tool approval gates (which external services AI can access), audit logging (what AI did and when), cost controls (budget limits per department), and compliance alignment (mapping AI operations to frameworks like EU AI Act, NIST AI RMF, and ISO 42001).
Why AI Governance Matters
As organizations deploy AI beyond individual chat assistants to automated department workflows, the risk surface expands dramatically. An ungoverned AI agent with access to customer data, financial systems, or external APIs can cause real damage — data leaks, compliance violations, runaway costs, or reputational harm. Governance is the infrastructure that prevents these outcomes before they happen, rather than detecting them after the fact.
JieGou's 10-Layer Governance Stack
JieGou implements governance across 10 layers: identity and authentication, encryption (AES-256-GCM for API keys), data residency controls, environment management, role-based access control (5 roles, 20 permissions), escalation protocols, tool approval gates, audit logging (30 event types), compliance timeline, evidence export, and regulatory compliance mapping. Each layer is independently configurable per account.
GovernanceScore
GovernanceScore is a quantitative metric (0-100) that measures how well an organization's AI deployment is governed across 8 factors. It provides a single number for executives and auditors to track governance posture over time, benchmark against standards, and identify gaps before they become incidents.
Related Terms
AI Recipes
Learn what AI recipes are and how they work in JieGou. Recipes are reusable, single-operation AI building blocks with structured inputs and outputs.
AI Workflows
Learn what AI workflows are and how they automate multi-step processes. Workflows chain recipes with branching, loops, approval gates, and parallel execution.
BYOK (Bring Your Own Key)
Learn what BYOK means for AI automation. Bring Your Own Key lets you connect your own LLM API keys to JieGou for full cost control and data privacy.