Koenig Original Guaranteed-to-Run

Agentic AI Architect

The Agentic AI Architect course by Koenig Original equips AI engineers and solution architects with advanced skills in designing autonomous, multi-agent systems, addressing the growing industry gap in scalable AI deployment. With enterprises increasingly adopting agentic frameworks—72% of Fortune 500 companies now pilot AI agent orchestration—this course bridges theory and real-world implementation.

It prepares learners for the Koenig-certified Agentic AI Architect credential, featuring 30-day lab access for hands-on practice. Graduates gain the expertise to lead AI transformation, driving innovation and securing roles in high-impact AI architecture and enterprise automation.

24 Hours (3 Days)
Live Online / Classroom
1+ professionals trained

Training Formats & Pricing

1-on-1 USD 1,450
Dedicated instructor, your schedule Fastest
Public Batch USD 1,150
Group class, fixed schedule Most Popular
Self-Paced USD 199
Recorded sessions, learn anytime Best Value

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Course Overview

The Agentic AI Architect course by Koenig Original is designed for AI engineers, solution architects, and data science leads aiming to master autonomous AI systems. This comprehensive program prepares learners for the Microsoft Certified: Agentic AI Business Solutions Architect certification, equipping them with the skills to design intelligent, self-directed systems that drive enterprise innovation. With 73% of global enterprises now investing in agentic workflows according to Microsoft's 2024 AI Adoption Report, professionals with this expertise are in high demand across industries including finance, healthcare, and cloud services. The course bridges theoretical knowledge with practical implementation, focusing on real-world deployment scenarios.

Participants gain hands-on experience with core technologies including LangChain, LangGraph, AutoGen, Chroma, Pinecone, and Weaviate, all within a cloud-based lab environment accessible via standard browsers. The curriculum includes structured labs where students build production-grade AI agents, such as a multi-agent research analyst system with self-verification capabilities. Using open-source LLMs like Llama and Mixtral, learners configure tool calling, memory augmentation, and dynamic retrieval logic within Agentic RAG pipelines. These projects are executed in interactive environments using Gradio and Streamlit for UI integration, simulating enterprise deployment workflows under guided scenarios.

This training directly supports career advancement toward roles such as AI Solutions Architect and Machine Learning Engineer, positions that command average salaries of $165,000 in North America according to the 2024 AI Hiring Trends Report. As a Koenig Original course, it features Guaranteed-to-Run scheduling and access to official courseware, ensuring consistent learning timelines. Participants benefit from Koenig's 1-on-1 training option, personalized mentorship, and post-course consultation. Graduates are equipped to lead AI transformation initiatives, deploy scalable agent systems, and drive measurable business outcomes in AI-driven organizations.

What You'll Learn

Architect multi-agent systems utilizing role-based collaboration frameworks to optimize task execution efficiency.
Implement ReAct reasoning patterns and function calling protocols within LangChain v0.2+ to enhance agentic decision-making.
Construct Agentic RAG pipelines featuring dynamic retrieval mechanisms for real-time, context-aware information processing.
Develop autonomous AI agents using LangGraph to manage complex stateful workflows and multi-step task integration.
Integrate Pinecone and Milvus vector databases to improve semantic search accuracy and data retrieval latency.
Apply Koenig Original Responsible AI guidelines to enforce ethical constraints and security protocols during agent deployment.

Skills You'll Gain

Python Programming LangChain Integration LangGraph Orchestration AutoGen Framework ReAct Agents Multi-Agent Collaboration Agentic RAG Vector Database Integration Chroma DB Pinecone Weaviate PGVector Groq API Llama-2 Mixtral Self-Reflection Agents Hallucination Mitigation

Prerequisites

Recommended knowledge before taking this course
  • Proven programming expertise in Python for developing AI solutions
  • Experience with virtual environments, pip/conda, and Jupyter notebooks to streamline AI workflows
  • Basic knowledge of Large Language Models (LLMs), prompt engineering, embeddings, and vector databases to enhance AI accuracy
  • Access to and experience with APIs like OpenAI, Groq, Gemini, or local LLMs for deploying AI models effectively
  • Practical skills with LangChain, LangGraph, or AutoGen to orchestrate complex agent workflows
  • Understanding of Retrieval-Augmented Generation (RAG) pipelines and vector database integration using Chroma, Pinecone, Weaviate, or PGVector to improve data retrieval efficiency
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Certification Exam

Everything you need to know about the Agentic AI Architect certification exam

Exam Details
Exam Name
Agentic AI Architect
Exam Cost
Included in course tuition
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Unlimited attempts allowed for project submission and review
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Agentic AI Architect

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Agentic AI Fundamentals
Defining Agentic AI concepts Evolution: Rule-based to Agentic AI Core Agentic AI system traits Generative AI vs Agentic AI Enterprise Agentic AI use cases Architectural constraints for agents Securing enterprise AI data access Implementing Responsible AI frameworks
2
Day 2– Designing Agentic AI Architectures
Reflex Agents design overview ReAct Agents: Reasoning and Acting Planning Agents: Planner and Executor Multi-Agent Systems collaboration logic Agent lifecycle and workflow orchestration Scalable Agentic AI architecture patterns Mitigating AI hallucination risks Critic agents and self-reflection
3
Day 3– Leveraging Agentic AI Frameworks
LangChain framework core fundamentals LangGraph: Advanced graph-based orchestration AutoGen framework development introduction Integrating tools and agent memory Function calling and control logic Agent communication and interaction patterns Ethical considerations in AI frameworks Risk management for agentic systems
4
Day 4– Deploying Multi-Agent AI Systems
Deploying Llama-2 and Mixtral models Managing multi-turn AI conversations Designing agent memory and personas UI integration with Gradio/Streamlit Lab: Building task-specific chatbots Multi-agent collaboration and negotiation Intent detection and agent routing Enterprise multi-agent system blueprints
5
Day 5– Agentic RAG and AI Governance
Classical RAG pipeline optimization Agentic RAG: Retrieval and validation Dynamic decision-making in RAG Vector DB (Chroma, Pinecone) integration Project: Research Analyst Assistant Detecting and mitigating AI bias Defending against prompt injection Enterprise AI governance and compliance

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

82%

of Agentic AI Architect certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Agentic AI Architect certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Agentic AI Architect
  • AI Systems Architect
  • Autonomous AI Engineer
  • Generative AI Specialist
  • AI Agent Developer
  • AI Solutions Architect

Companies Hiring

5,000+
Microsoft Google Amazon NVIDIA Accenture Deloitte IBM JP Morgan Capgemini Meta

and 5,000+ organizations worldwide seeking Agentic AI Architect certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
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Average Rating
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  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

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    CISO, Financial Services

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  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

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    Head of L&D, UK Enterprise

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  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
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