Agentic AIAdvancedManufacturingEnergyOil & Gas

Agentic AI in Manufacturing & Industrial IoT

Digital twins, predictive maintenance, and autonomous quality

A 15-module certification for manufacturing leaders deploying agentic AI in industrial settings. Covers OT/IT boundary discipline, real-time constraints, functional safety (IEC 61508), digital twin architectures, and shop-floor deployment patterns.

9h total15 modulesFreshness 82Refreshed 40d ago
What you'll master

Learning objectives

  • 01Architect agentic AI systems for manufacturing
  • 02Navigate manufacturing-specific regulation and governance
  • 03Deploy with production-grade guardrails
  • 04Measure ROI and cultural adoption
  • 05Present board-ready programs
Skills gained
Agent ArchitectureRAGMulti-AgentAI GovernanceChange ManagementFinOps
Curriculum

15-module program

01FreeAgentic AI in manufacturing: The Landscape

Current state of agentic AI adoption across manufacturing.

  • 1.Where manufacturing Stands Today10m
  • 2.Reference Use Cases10m
  • 3.The Business Case15m
02FreeValue Chains & Workflow Mapping

Where agentic AI plugs into manufacturing value chains.

  • 1.manufacturing Value Chain 10110m
  • 2.Prioritization Framework10m
  • 3.First 90 Days10m
03FreeAgent Architecture Basics

Perception, reasoning, action, reflection.

  • 1.The Agent Loop10m
  • 2.LLM Selection10m
  • 3.Tools & Function Calling10m
04FreeData Foundations

The data you need before you deploy an agent.

  • 1.Data Readiness Assessment15m
  • 2.Building the Knowledge Base20m
  • 3.Data Governance10m
05FreeCase Study: A manufacturing Pioneer

Deep dive into a leading manufacturing agent deployment.

  • 1.Deployment Context10m
  • 2.What Worked10m
  • 3.What Failed & Lessons20m
06PremiumBuilding Your First Agent

Hands-on: from zero to a working agent.

  • 1.Environment Setup10m
  • 2.Tool Wiring10m
  • 3.Deployment15m
07PremiumRetrieval & Grounding

Grounding agents in manufacturing knowledge.

  • 1.Corpus Design10m
  • 2.Hybrid Search & Reranking10m
  • 3.Citations & Explainability10m
08PremiumMulti-Agent Patterns

When to graduate from single-agent to a crew.

  • 1.Decomposition10m
  • 2.Orchestration15m
  • 3.Safety Rails10m
09PremiumHuman-in-the-Loop

Design the human interfaces for manufacturing agents.

  • 1.Approval Gates10m
  • 2.Escalation UX15m
  • 3.Feedback Loops10m
10PremiumEvaluation & Monitoring

Ship confidently.

  • 1.Golden Datasets10m
  • 2.Production Observability10m
  • 3.Regression Gates10m
11Certificationmanufacturing Governance & Regulation

Regulatory landscape specific to manufacturing.

  • 1.manufacturing Regulatory Overview10m
  • 2.Documentation Requirements15m
  • 3.Working with Auditors15m
12CertificationEthics & Responsible Deployment

Beyond compliance.

  • 1.Bias & Fairness10m
  • 2.Explainability15m
  • 3.Transparency to End Users15m
13CertificationCost & FinOps

Making agentic AI economically sustainable.

  • 1.Model Cascading10m
  • 2.Semantic Caching15m
  • 3.Budget Alerts15m
14CertificationChange Management

The human side of transformation.

  • 1.Communication Strategy10m
  • 2.Training & Upskilling15m
  • 3.Measuring Cultural Adoption15m
15CertificationCapstone: Design a manufacturing Agentic Program

Bring it all together.

  • 1.Capstone Brief15m
  • 2.Executive Deliverable15m
  • 3.Peer Review15m
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