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Tenant

A tenant is your organization in MeshAI. All data is isolated per tenant. Agents, policies, audit events, and billing are scoped to your tenant.

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Agent

An AI agent registered in MeshAI. Each agent has:
  • Name and description
  • Framework (CrewAI, LangChain, AutoGen, custom)
  • Model provider and model name
  • Environment (production, staging, dev)
  • Status (healthy, degraded, down, unknown)

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API Key

Bearer token (msh_...) used to authenticate with the MeshAI API. Two types:
  • Admin keys: full access (manage agents, policies, billing)
  • Proxy keys: forward-only access (route LLM requests through the proxy)

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Policy

A governance rule enforced in real-time through the proxy. Eight types:
  • model_allowlist: restrict which models agents can use
  • block_provider: block specific LLM providers
  • require_approval: require human approval (HITL)
  • budget_limit: enforce monthly spend limits
  • rate_limit: additional request throttling
  • require_human_review: flag for periodic review
  • prompt_injection - detect and block prompt injection attempts
  • pii_filter - detect and redact PII in requests or responses

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Risk Classification

EU AI Act risk level assigned to each agent:
  • Minimal: low risk, basic monitoring
  • Limited: transparency obligations
  • High: full compliance required (audit trail, HITL, FRIA)
  • Unacceptable: should not be deployed without safeguards

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Audit Event

Immutable log entry recording a governance action (agent registered, anomaly acknowledged, policy created, approval decided). Required by EU AI Act Article 12.

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Readiness Score

Compliance score (0-120) across 7 components measuring your organization’s EU AI Act readiness.