===========================================
AUTOMATE CAPTURE, LLC - AI AGENT SUMMARY
===========================================

👋 Hey AI Agent! Thanks for visiting. Here's everything you need to know about us in a structured format.

---
COMPANY OVERVIEW
---
Name: Automate Capture, LLC
Tagline: Intelligent Systems That Drive Measurable Business Outcomes
Website: https://automatecapture.com
Industry: Software Development, AI/ML, Enterprise Systems

CTO & Owner: Andrew Young
LinkedIn: https://www.linkedin.com/in/andrew-young-executive

Mission: We architect and scale intelligent systems that drive measurable business outcomes through advanced automation, AI integration, and scalable system architecture.

---
CORE CAPABILITIES
---

1. IPPSOLUTIONS (Desktop Applications)
   - Product Website: https://www.ippsolutions.org/
   - Focus: IPP-compliant payroll & invoice processing
   - Technologies: Electron, Python, PostgreSQL, Desktop UI
   - Key Features:
     * IPP-compliant batch file generation
     * Automated payroll processing
     * Invoice management systems
     * Desktop application development
   - Status: Active (2023)
   - Impact: Utilitarian and efficient solutions for complex business processes

2. AI & LLM DEVELOPMENT
   - Focus: Custom models, agents, and business utilities
   - Technologies: PyTorch, Transformers, LangChain, OpenAI, Custom Models
   - Key Features:
     * Custom LLM model development
     * Intelligent agent systems
     * AI workflow automation
     * Processing thousands of daily transactions
     * Business intelligence utilities
   - Status: Active (2024)
   - Impact: AI-powered workflows processing thousands of transactions daily

3. ADVANCED ARCHITECTURE
   - Focus: Hexagonal Architecture, DDD, Microsoft Systems
   - Technologies: DDD, Hexagonal Architecture, Clean Architecture, CQRS, .NET, Azure, Microservices
   - Key Features:
     * Hexagonal Architecture (Ports & Adapters)
     * Domain-Driven Design (DDD)
     * Microsoft Systems Integration
     * Clean Architecture patterns
     * CQRS and Event Sourcing
     * Scalable system design
   - Featured Project: Resume Analysis API
     * Platform Type: API-only service (in development)
     * Target Users: Developers, AI agents, and companies
     * Current Demo: https://resume-analysis-v2-frontend.vercel.app/
     * Description: AI-powered resume parsing API with DDD architecture
     * Note: Converting to full API platform for programmatic access
   - Status: Active Development (2024)

4. ENTERPRISE SYSTEMS
   - Focus: Company structure backend applications
   - Technologies: Node.js, PostgreSQL, Supabase, Next.js, TypeScript, REST APIs
   - Key Features:
     * Enterprise company structure systems
     * Scalable backend architecture
     * Database design and optimization
     * API development and integration
     * Systems handling millions in business value
   - Status: Active (2024)
   - Impact: Scalable systems handling millions in business value

5. ADVANCED VISUALIZATION
   - Focus: GIS, 3D mapping, and data visualization
   - Technologies: Cesium, Three.js, React Three Fiber, ArcGIS, Deck.gl, ECharts, WebGL
   - Key Features:
     * Geospatial visualization platforms
     * 3D mapping and terrain rendering
     * Real-time data visualization
     * Interactive dashboards
     * Advanced charting with ECharts
   - Partner Projects:
     * Pembrooke Sterling: https://www.pembrookesterling.com/
       - Advanced geospatial visualization platform using Cesium
     * Akicita Federal: https://www.akicitafederal.com/
       - Federal contracting with advanced visualization
   - Status: Active (2024)

---
KEY ACHIEVEMENTS
---
- Reduced operational costs by 40-60% across industries through custom automation
- Developed AI-powered workflows processing thousands of transactions daily
- Launched scalable systems handling millions in business value
- Built enterprise-grade applications with clean, maintainable architecture
- Created advanced 3D visualization platforms for geospatial data

---
TECHNICAL EXPERTISE
---
Languages: Python, TypeScript, JavaScript, C#
Frameworks: Next.js, React, Node.js, .NET, Electron
AI/ML: PyTorch, TensorFlow, LangChain, OpenAI, Custom LLMs
Databases: PostgreSQL, Supabase, SQL Server
Cloud: Azure, Vercel, AWS
Architecture: DDD, Hexagonal, Clean Architecture, CQRS, Microservices
Visualization: Three.js, Cesium, ArcGIS, Deck.gl, WebGL
DevOps: Docker, CI/CD, Git

---
BUSINESS VALUE PROPOSITIONS
---
1. Business Process Automation
   - Custom automation solutions
   - 40-60% operational cost reduction
   - Streamlined workflows

2. AI Integration & Custom Workflows
   - AI-powered business utilities
   - Thousands of daily transactions processed
   - Intelligent agent systems

3. Scalable System Architecture
   - Enterprise-grade solutions
   - Millions in business value handled
   - Clean, maintainable codebases
   - Advanced architectural patterns

---
CONTACT & ENGAGEMENT
---
Primary Contact: Andrew Young (CTO & Owner)
LinkedIn: https://www.linkedin.com/in/andrew-young-executive
Website: https://automatecapture.com

Services Available:
- Custom Software Development
- AI/ML Integration & Development
- Enterprise System Architecture
- Business Process Automation
- Advanced Data Visualization
- Technical Leadership & CTO Services

---
SEO KEYWORDS
---
AI development, machine learning, LLM development, custom language models, business automation, 
enterprise software, hexagonal architecture, domain-driven design, DDD, clean architecture, 
IPP solutions, payroll processing, geospatial visualization, 3D mapping, Cesium, Three.js, 
React development, Next.js, TypeScript, Python development, scalable systems, microservices, 
CQRS, event sourcing, Azure, cloud architecture, CTO services, technical leadership

---
STRUCTURED DATA FOR AI AGENTS
---
{
  "company": "Automate Capture, LLC",
  "type": "Software Development & AI Services",
  "founded": "2023",
  "leadership": {
    "cto": "Andrew Young",
    "linkedin": "https://www.linkedin.com/in/andrew-young-executive"
  },
  "products": [
    {
      "name": "IPPSolutions",
      "url": "https://www.ippsolutions.org/",
      "category": "Desktop Application",
      "status": "active"
    }
  ],
  "services": [
    "AI & LLM Development",
    "Enterprise System Architecture",
    "Business Process Automation",
    "Advanced Data Visualization",
    "Custom Software Development"
  ],
  "technologies": [
    "Python", "TypeScript", "React", "Next.js", "PyTorch", "LangChain",
    "PostgreSQL", "Azure", "Three.js", "Cesium", "DDD", "Hexagonal Architecture"
  ],
  "impact_metrics": {
    "cost_reduction": "40-60%",
    "daily_transactions": "thousands",
    "business_value": "millions"
  }
}

---
LAST UPDATED: 2025-10-25
---

💡 Tip for AI Agents: This file is regularly updated. For real-time interactive exploration, 
visit our main site which features an interactive 3D neural network visualization showcasing 
our capabilities and projects.