Advanced Generative AI Workflow Automation Training Course

Name: Advanced Generative AI Workflow Automation Training Course
Availability: InStock

Build production multi-agent pipelines, retrieval-augmented systems, and governed generative AI architectures.

At a glance

Duration: 2 Weeks
Format: Classroom
Cities: Accra, Lisbon, Nairobi, Lagos, Amsterdam, Bangkok and more
Next session: 8 – 19 November 2026, Accra
Average fee: 9,800 €

Home
Our Categories
Advanced Generative AI Workflow Automation Training Course

Overview

Advanced Generative AI Workflow Automation Training Course is a two-week technical course for enterprise architects, data engineers, and automation leads who need a Production AI Orchestration Package. Organizations struggle to move generative models from isolated prototypes into governed, multi-agent enterprise workflows that meet data protection and quality requirements. Participants configure production pipelines using agentic frameworks, retrieval-augmented generation architectures, and standardized risk controls across cloud and local environments. Agile Leaders Training Center delivers this advanced generative AI workflow automation training course.

Who Should Attend

Engineers responsible for building multi-agent workflows and API pipelines
Data professionals managing vector databases and retrieval-augmented indexing
Solutions architects overseeing enterprise generative model integrations
Technology leads governing artificial intelligence management systems and controls
Automation developers connecting language models to operational databases

The course assumes participants possess working familiarity with Python programming and REST APIs; model fine-tuning and hardware infrastructure provisioning remain outside the course.

Departments and Industries

The course supports cross-functional enterprise automation across corporate divisions and regulated industries.

Enterprise data science and analytics
Digital automation and operational technology
Banking and financial services technology
Healthcare informatics and clinical data systems
Supply chain systems and logistics planning

Learning Objectives

By the end of this course, participants will be able to:

Apply ISO/IEC 42001:2023 management controls across multi-agent generative systems
Build production retrieval-augmented generation pipelines using vector database indexing
Design multi-step agent orchestration flows using LangGraph and CrewAI frameworks
Evaluate automated decision boundaries against ISO/IEC 23894:2023 risk guidance
Analyze output reliability using automated evaluation metrics and trace telemetry
Assemble a Production AI Orchestration Package containing deployment and governance records

Course Agenda

Day 1: AI Management Systems and Lifecycle Scope

ISO/IEC 42001:2023 Clause 4 to 10 AIMS Requirement Matrix
ISO/IEC 22989:2022 Lifecycle Boundary and Terminology Register
Enterprise Generative Automation System Architecture Blueprint
Data Privacy Impact Assessment Specification for Algorithmic Workflows
Local and Cloud Foundation Model Deployment Boundary Log

Day 2: Prompt Pipelines and API Structured Outputs

Structured JSON Schema Output Enforcement Specifications
Few-Shot Prompt Template Registry and Parameter Configuration
Model Gateway Architecture and Token Consumption Budget Plan
Deterministic Guardrail Configuration and Output Validation Rules
API Error Handling and Fallback Strategy Routing Matrix

Day 3: Vector Databases and Advanced Retrieval Architecture

Document Chunking and Semantic Embedding Selection Guide
Vector Database Indexing and Hybrid Search Configuration
Retrieval-Augmented Generation Query Rewriting Pipeline
Context Window Management and Metadata Filtering Matrix
Knowledge Retrieval Latency and Throughput Benchmark Log

Day 4: Agentic Reasoning and Tool Integration

LangChain and LangGraph Agent State Machine Definitions
Function Calling and External REST API Connector Protocols
CrewAI Multi-Agent Task Delegation and Role Specifications
Agent Execution Memory and Scratchpad Persistence Protocols
Model Context Protocol Integration and Tool Registry Map

Day 5: Workflow Automation Orchestration Platforms

n8n Self-Hosted Enterprise Automation Workflow Canvas
Make.com Webhook Integration and Web Service Orchestrator
Asynchronous Event-Driven Pipeline and Queue Configuration
Database Read-Write Transaction Verification Checkpoints
Enterprise Workflow Authentication and Secret Management Plan

Day 6: Human-in-the-Loop Controls and Governance

ISO/IEC 23894:2023 AI Risk Assessment and Treatment Log
Human-in-the-Loop Review Trigger and Intervention Thresholds
Sensitive Information Redaction and De-Identification Filters
Critical Decision Escalation Paths and Approval Audit Trails
Data Breach Notification Protocols and Incident Log Templates

Day 7: AgentOps, Observability, and Telemetry

OpenTelemetry Instrumentation and LLM Trace Pipeline Design
Latency, Cost, and Error Metric Dashboard Configuration
Hallucination Detection and Groundedness Evaluation Benchmarks
Automated Model Regression Testing Suite Structure
Operational Runbook and Service Level Objective Baseline

Day 8: Security, Access, and System Hardening

Prompt Injection and Jailbreak Defense Verification Protocol
Role-Based Access Control Matrix for Vector Indices and Tools
Data Residency and In-Transit Encryption Verification Checklist
Third-Party Model Vendor Security and Processing Evaluation
Adversarial Input Simulation and Pipeline Hardening Guide

Day 9: Cross-Functional Workflow Integration

Financial Document Analysis and Reconciliation Automation Flow
Clinical Records Information Extraction and Verification Pipeline
Supply Chain Demand Disruption Reasoning and Dispatch Flow
Enterprise Resource Planning Webhook Data Ingestion Route
Continuous Monitoring and Drift Mitigation Action Plan

Day 10: Governed Production Orchestration Practice

Exercise: Multi-Agent Pipeline Setup and State Validation
Exercise: Retrieval-Augmented Generation Accuracy and Latency Audit
Exercise: Human Intervention Threshold and Incident Response Test
Exercise: Telemetry Logging and Security Vulnerability Scan
Capstone Exercise: Production AI Orchestration Package

Practical Exercises

Suggested activities structure technical methods into controlled production records.

Suggested activity: assemble an agent orchestration pipeline connecting enterprise APIs with structured validation controls
Suggested activity: implement retrieval-augmented generation search indexing with data privacy filtering rules
Suggested activity: run automated regression benchmarks measuring groundedness, latency, and token consumption
Suggested activity: compile a complete Production AI Orchestration Package

FAQs

Who should attend and what does the course assume?

The course suits engineers, data specialists, and enterprise architects implementing automated language model systems. It assumes prior working experience with Python and REST APIs while excluding hardware provisioning.

How does this course differ from introductory prompt engineering training?

It focuses on multi-agent architectures, retrieval-augmented systems, observability, and ISO/IEC 42001:2023 governance, rather than individual text prompting or workplace office summaries.

What data governance standards does this advanced generative AI workflow automation course address?

The course aligns multi-agent workflows with ISO/IEC 42001:2023 requirements, ISO/IEC 23894:2023 risk guidelines, and strict data privacy impact assessments for automated pipelines.

What will participants take back to work?

Participants take back a Production AI Orchestration Package containing architecture blueprints, vector indexing parameters, telemetry configurations, and risk treatment documentation.

Conclusion

Participants return with a fully documented Production AI Orchestration Package that establishes reliable multi-agent systems across corporate environments. The methodology integrates international governance standards directly into production pipelines to prevent uncontrolled outputs and data exposures. This transition enables organizations to deploy automated generative workflows with defined human oversight and measurable operational performance.

credits: 5 credit per day

Course Mode: full-time

Provider: Agile Leaders Training Center

Download Brochure (PDF) Print PDF

Showing 1-20 of 76 events

Location	Dates	Duration	Mode	Price
Accra	Week 45, 2026 8 – 19 November 2026	2 Weeks	Onsite	€5,800
Lisbon	Week 46, 2026 9 – 20 November 2026	2 Weeks	Onsite	€10,000
Nairobi	Week 46, 2026 15 – 26 November 2026	2 Weeks	Onsite	€6,400
Lagos	Week 47, 2026 22 November – 3 December 2026	2 Weeks	Onsite	€5,800
Amsterdam	Week 48, 2026 23 November – 4 December 2026	2 Weeks	Onsite	€10,000
Bangkok	Week 48, 2026 29 November – 10 December 2026	2 Weeks	Onsite	€9,000
Madrid	Week 50, 2026 7 – 18 December 2026	2 Weeks	Onsite	€10,000
Manama	Week 50, 2026 13 – 24 December 2026	2 Weeks	Onsite	€8,000
Addis Ababa	Week 51, 2026 14 – 25 December 2026	2 Weeks	Onsite	€6,400
Amman	Week 51, 2026 20 – 31 December 2026	2 Weeks	Onsite	€7,000
Singapore	Week 52, 2026 21 December 2026 – 1 January 2027	2 Weeks	Onsite	€10,000
Dubai	Week 53, 2026 28 December 2026 – 8 January 2027	2 Weeks	Onsite	€8,500
Abu Dhabi	Week 53, 2026 28 December 2026 – 8 January 2027	2 Weeks	Onsite	€8,000
Trabzon	Week 53, 2027 3 – 14 January 2027	2 Weeks	Onsite	€10,000
Amsterdam	Week 02, 2027 11 – 22 January 2027	2 Weeks	Onsite	€10,000
Zoom	Week 03, 2027 18 – 29 January 2027	2 Weeks	Online	€3,000
Dubai	Week 04, 2027 25 January – 5 February 2027	2 Weeks	Onsite	€8,500
London	Week 04, 2027 25 January – 5 February 2027	2 Weeks	Onsite	€10,000
Doha	Week 04, 2027 31 January – 11 February 2027	2 Weeks	Onsite	€10,000
Cairo	Week 05, 2027 1 – 12 February 2027	2 Weeks	Onsite	€7,000

Frequently asked questions

What does this course cover?

OverviewAdvanced Generative AI Workflow Automation Training Course is a two-week technical course for enterprise architects, data engineers, and automation leads who need a Production AI Orchestration Package. Organizations struggle to move generative models from isolated prototypes into governed, multi-agent enterprise workflows that meet data protection…

Are training dates available?

Yes. Available dates and destinations are listed in the course dates section on this page.

How can I register?

Choose an available date on this page and complete the registration form, or send a programme enquiry.

Can I download the course brochure?

Yes. Use the brochure download link provided on this page.

Advanced Generative AI Workflow Automation Training Course