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Tai Labs Certified AI Automation Engineer

TAI-AAE

Automates end-to-end business processes with reliable AI steps, human approval and real error handling.

Effort
10 weeks
Level
Professional
Passing
75%
Earn this certificationVerify a credential
Tai Labs Certified AI Automation Engineer — Branching workflow graph with connected actions and an orange completion nodeTAI-AAEProfessional certificationAI Automation Engineering

Competency blueprint

Assessment weighting is published up front — 20% knowledge, 30% labs, 20% portfolio and 30% capstone.

  • Workflow design

    25%

    Process decomposition and automation boundaries

  • Integration

    25%

    APIs, webhooks and business systems

  • AI in the loop

    25%

    Structured outputs, agents and multi-step control

  • Reliability

    25%

    Fallbacks, monitoring and human approval

Assessment blueprint

Knowledge

20%

Labs

30%

Portfolio

20%

Capstone

30%

75% overall to pass. The capstone must pass independently of every other score. Two retakes per assessment window; capstone may be revised twice within 90 days.

Capstone

Automate a real business process end-to-end with monitoring, fallbacks and human approval.

Modules

  • Workflow thinking
  • n8n and Make
  • APIs and webhooks
  • Structured AI outputs
  • Agents
  • Multi-step workflows
  • Email, calendar and CRM integrations
  • Human-in-the-loop systems
  • Reliability and error handling
  • Production automation design