# bittush8789/ai-forward-deployed-engineer-foundations architecture

> Architecture diagram of the GitHub repository bittush8789/ai-forward-deployed-engineer-foundations, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-26). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/bittush8789/ai-forward-deployed-engineer-foundations
- Repository: https://github.com/bittush8789/ai-forward-deployed-engineer-foundations

## Overview

This repository is a document-based AI Forward Deployed Engineer learning roadmap, not a software runtime. Its principal learner journey moves from foundations and business discovery through problem framing, opportunity assessment, solution design, delivery, adoption, and impact measurement. Separate materials cover industry knowledge, governance, responsibilities, and leadership. The README documents the lifecycle and major curriculum capabilities; the graph represents that documented learning progression, not programmatic calls. Industry-domain coverage is represented by its directory because individual domain content was not sampled.

Main entry points: [`AI_FDE_Complete_Lifecycle.md`](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Complete_Lifecycle.md) (Complete Lifecycle), [`AI_FDE_Fundamentals.md`](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Fundamentals.md) (FDE Foundations), [`AI_FDE_Business_Understanding.md`](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Business_Understanding.md) (Business Understanding), [`AI_FDE_Customer_Engagement.md`](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Customer_Engagement.md) (Customer Engagement)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_core["FDE Foundations"]
  node_foundations["FDE Foundations"]
  node_responsibilities["FDE Responsibilities"]
end

subgraph group_engagement["Discovery & Design"]
  node_business["Business Understanding"]
  node_customer["Customer Engagement"]
  node_problem["Problem Framing"]
  node_strategy["Solution Strategy"]
  node_design["Solution Design"]
end

subgraph group_delivery["Delivery & Outcomes"]
  node_lifecycle["Complete Lifecycle"]
  node_execution["Project Execution"]
  node_delivery_content["Product Delivery"]
  node_governance["AI Governance"]
  node_impact["Impact Measurement"]
end

subgraph group_specialty["Domain & Leadership"]
  node_industry["Industry Specialization"]
  node_leadership["FDE Leadership"]
  node_strategic_thinking["Strategic Thinking"]
end

node_learner(("Learner"))

node_learner -->|"studies"| node_foundations
node_foundations -->|"advances to"| node_business
node_business -->|"engages through"| node_customer
node_customer -->|"informs"| node_problem
node_problem -->|"frames"| node_strategy
node_strategy -->|"guides"| node_design
node_design -->|"feeds into"| node_lifecycle
node_lifecycle -->|"includes"| node_execution
node_execution -->|"supports"| node_delivery_content
node_delivery_content -->|"measured by"| node_impact
node_lifecycle -->|"incorporates"| node_governance
node_learner -->|"studies"| node_responsibilities
node_learner -->|"specializes in"| node_industry
node_learner -->|"develops"| node_leadership
node_leadership -->|"covers"| node_strategic_thinking

click node_foundations "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Fundamentals.md"
click node_responsibilities "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Responsibilities.md"
click node_business "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Business_Understanding.md"
click node_customer "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Customer_Engagement.md"
click node_problem "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Problem_Framing.md"
click node_strategy "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Solution_Strategy.md"
click node_design "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Solution_Design.md"
click node_lifecycle "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Complete_Lifecycle.md"
click node_execution "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Project_Execution.md"
click node_delivery_content "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Product_Delivery.md"
click node_governance "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_AI_Governance.md"
click node_impact "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Impact_Measurement.md"
click node_industry "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/tree/master/industry_specialization"
click node_leadership "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/leadership/AI_FDE_Leadership.md"
click node_strategic_thinking "https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/leadership/modules/Strategic_Thinking.md"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_foundations,node_responsibilities toneBlue
class node_business,node_customer,node_problem,node_strategy,node_design toneAmber
class node_lifecycle,node_execution,node_delivery_content,node_governance,node_impact toneMint
class node_industry,node_leadership,node_strategic_thinking toneRose
class node_learner toneIndigo
```

## Components

### FDE Foundations

- [FDE Foundations](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Fundamentals.md): `AI_FDE_Fundamentals.md`
- [FDE Responsibilities](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Responsibilities.md): `AI_FDE_Responsibilities.md`

### Discovery & Design

- [Business Understanding](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Business_Understanding.md): `AI_FDE_Business_Understanding.md`
- [Customer Engagement](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Customer_Engagement.md): `AI_FDE_Customer_Engagement.md`
- [Problem Framing](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Problem_Framing.md): `AI_FDE_Problem_Framing.md`
- [Solution Strategy](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Solution_Strategy.md): `AI_FDE_Solution_Strategy.md`
- [Solution Design](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Solution_Design.md): `AI_FDE_Solution_Design.md`

### Delivery & Outcomes

- [Complete Lifecycle](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Complete_Lifecycle.md): `AI_FDE_Complete_Lifecycle.md`
- [Project Execution](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Project_Execution.md): `AI_FDE_Project_Execution.md`
- [Product Delivery](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Product_Delivery.md): `AI_FDE_Product_Delivery.md`
- [AI Governance](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_AI_Governance.md): `AI_FDE_AI_Governance.md`
- [Impact Measurement](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/AI_FDE_Impact_Measurement.md): `AI_FDE_Impact_Measurement.md`

### Domain & Leadership

- [Industry Specialization](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/tree/master/industry_specialization): `industry_specialization`
- [FDE Leadership](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/leadership/AI_FDE_Leadership.md): `leadership/AI_FDE_Leadership.md`
- [Strategic Thinking](https://github.com/bittush8789/ai-forward-deployed-engineer-foundations/blob/master/leadership/modules/Strategic_Thinking.md): `leadership/modules/Strategic_Thinking.md`

### Other components

- **Learner**

## Connections

- Learner → FDE Foundations: studies
- FDE Foundations → Business Understanding: advances to
- Business Understanding → Customer Engagement: engages through
- Customer Engagement → Problem Framing: informs
- Problem Framing → Solution Strategy: frames
- Solution Strategy → Solution Design: guides
- Solution Design → Complete Lifecycle: feeds into
- Complete Lifecycle → Project Execution: includes
- Project Execution → Product Delivery: supports
- Product Delivery → Impact Measurement: measured by
- Complete Lifecycle → AI Governance: incorporates
- Learner → FDE Responsibilities: studies
- Learner → Industry Specialization: specializes in
- Learner → FDE Leadership: develops
- FDE Leadership → Strategic Thinking: covers