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Python application

CRM Automation Lab

Enterprise-style CRM automation architecture simulation designed to model real-world Salesforce and CRM/ERP workflow patterns.

This project demonstrates layered CRM logic including lead scoring, workflow validation, and API integration simulation using modular design principles.

🧠 Architectural Focus

This project demonstrates:

  • Enterprise CRM workflow orchestration
  • Business rule enforcement across pipeline stages
  • Modular REST-style integration simulation
  • Layered system design aligned with Salesforce ecosystems

🏗 Architecture Overview

CRM Automation Lab is structured using a layered architecture approach:

  • Business Logic Layer (Scoring & Validation)
  • Integration Simulation Layer (REST-style API behavior)
  • Testing Layer (Unit-based validation)
  • External System Simulation (ERP / Third-party sync)

The design models enterprise CRM workflow automation patterns commonly used in Salesforce-led ecosystems.


🔄 High-Level Component Flow

        +-------------------+
        |   Lead Input      |
        +-------------------+
                  |
                  v
        +-------------------+
        | Lead Scoring      |
        | Engine            |
        +-------------------+
                  |
                  v
        +-------------------+
        | Opportunity Stage |
        | Validation Layer  |
        +-------------------+
                  |
                  v
        +-------------------+
        | CRM API           |
        | Integration Layer |
        +-------------------+
                  |
                  v
        +-------------------+
        | External ERP /    |
        | Third-Party Sync  |
        +-------------------+

📦 Core Modules

1️⃣ Lead Scoring Engine

Implements weighted scoring logic based on:

  • Industry type
  • Company size
  • Engagement score

Location: lead-scoring/


2️⃣ Opportunity Stage Validation

Simulates stage-based CRM workflow validation logic to enforce business rules across pipeline progression.

Location: opportunity-validation/


3️⃣ CRM API Integration Simulation

Models REST-style CRM API behavior including:

  • Lead creation
  • Lead updates
  • Lead retrieval

Location: integration-layer/


4️⃣ Unit Testing Layer

Ensures validation of scoring logic and workflow behavior using structured test cases.

Location: tests/


🎯 Design Principles

  • Modular architecture for extensibility
  • Clear separation of business logic layers
  • Scalable integration pattern simulation
  • Test-driven validation approach
  • Enterprise CRM workflow modeling

🛠 Tech Stack

  • Python
  • Object-Oriented Design
  • REST-style API modeling
  • Workflow simulation patterns
  • Modular architecture principles

🔮 Future Enhancements

  • Event-driven integration simulation
  • Asynchronous API retry logic
  • Logging & monitoring abstraction
  • Role-based workflow permissions
  • ERP bi-directional synchronization modeling
  • CI/CD pipeline integration

📌 Project Purpose

This repository is designed to simulate enterprise CRM automation patterns for architectural demonstration and system design exploration within Salesforce and CRM-integrated ecosystems.

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Enterprise CRM automation architecture simulation (Lead Scoring, Workflow Validation, API Integration)

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