You will get AI Workflow & Agent Architecture Sprint
Project details
I help enterprises move beyond simple AI demos into production-grade AI agent systems that can safely operate inside real business workflows.
This project is designed for organizations looking to implement AI agents, workflow automation, orchestration systems, or governed AI execution flows across enterprise environments.
As the Founder & CEO of Swit and creator of the World Model Canvas, I specialize in enterprise AI architecture including AI agents, workflow orchestration, human-in-the-loop systems, approval-aware automation, and production AI strategy.
My approach focuses not only on AI reasoning, but also on how AI systems safely execute within real organizational workflows through architecture, governance, orchestration, and world modeling.
This engagement may include:
• Workflow and automation discovery
• Enterprise AI architecture design
• AI agent orchestration strategy
• World modeling and execution flow design
• Multi-agent system architecture
• Implementation roadmap and technical recommendations
I work closely with enterprises and leadership teams to design scalable and operational AI systems tailored to real business environments.
This project is designed for organizations looking to implement AI agents, workflow automation, orchestration systems, or governed AI execution flows across enterprise environments.
As the Founder & CEO of Swit and creator of the World Model Canvas, I specialize in enterprise AI architecture including AI agents, workflow orchestration, human-in-the-loop systems, approval-aware automation, and production AI strategy.
My approach focuses not only on AI reasoning, but also on how AI systems safely execute within real organizational workflows through architecture, governance, orchestration, and world modeling.
This engagement may include:
• Workflow and automation discovery
• Enterprise AI architecture design
• AI agent orchestration strategy
• World modeling and execution flow design
• Multi-agent system architecture
• Implementation roadmap and technical recommendations
I work closely with enterprises and leadership teams to design scalable and operational AI systems tailored to real business environments.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI-Generated Code, AIOps, Conversational AI, Natural Language Generation, Natural Language Understanding, Sequence Modeling, Time Series AnalysisAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Hugging Face, Microsoft 365 Copilot, NVIDIA AI Platform, PyTorch, TensorFlowAI Models
BERT, ChatGPT, LLaMA, OpenAI Codex, WhisperWhat's included
| Service Tiers |
Starter
$1,500
|
Standard
$4,000
|
Advanced
$8,000
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 14 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | ||
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | |
Model Deployment | - | - | |
Model Documentation | |||
Model Monitoring | - | - | - |
Model Testing & Optimization | - | ||
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | - | - | |
Source Code | - | - |
Optional add-ons
You can add these on the next page.
Additional Architecture Review
(+ 1 Day)
+$500
Implementation Roadmap Document
(+ 2 Days)
+$1,000Frequently asked questions
About Juhwan
Enterprise AI Agent Architect | Workflow Automation & World Modeling
Sunnyvale, United States - 3:28 pm local time
As the Founder & CEO of Swit, I specialize in designing and implementing enterprise AI architectures including AI agents, workflow automation, multi-agent systems, AI integrations, governed execution flows, and world modeling.
My work focuses on building AI systems that can safely operate inside real business environments through workflow orchestration, approval-aware automation, simulation-driven execution, and human-in-the-loop governance.
I am the author of AI Agent Ecosystem, creator of the World Model Canvas, and a keynote speaker for organizations including Samsung, LG, Kakao, SK, KT, Google Next, and GSMA M360.
I also maintain an open-source enterprise AI agent stack covering world modeling, execution runtimes, workflow orchestration, and enterprise agent platforms. These projects demonstrate how AI agents can move beyond chatbots and demos into governed, production-grade business execution.
Areas of expertise:
• AI Agent Development
• Enterprise Workflow Automation
• OpenAI API & Generative AI
• Multi-Agent Systems
• AI Integration & Orchestration
• AI Architecture & System Design
• Vector Databases & RAG
• Human-in-the-loop Approval Systems
• World Modeling for Business Processes
• Production AI Strategy
I work hands-on from architecture and workflow design to implementation and production deployment.
Steps for completing your project
After purchasing the project, send requirements so Juhwan can start the project.
Delivery time starts when Juhwan receives requirements from you.
Juhwan works on your project following the steps below.
Revisions may occur after the delivery date.
Workflow & Business Discovery
Review the client’s workflows, business objectives, existing systems, and AI automation opportunities.
AI Architecture & World Modeling
Design enterprise AI agent architecture, workflow orchestration, governed execution flows, and world models tailored to the organization.