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Custom Automation & Software

Executive Summary​

We build intelligent software solutions that automate complex business processes. By combining low-code platforms with custom development and AI, we deliver high-impact automation faster and more cost-effectively than traditional software houses.

Key Capabilities​

  • Workflow Automation: Streamline operations with n8n and custom scripts.
  • AI Integration: Embed LLMs (ChatGPT, Gemini) into business logic.
  • Data Integration: Connect disparate systems (CRMs, POS, Databases).

Detailed Technical Specifications

AI Broker Platform​

An end-to-end automation system for mortgage broking.

Technical Implementation​

Stack:

  • Backend: Supabase (PostgreSQL + Auth).
  • Orchestration: n8n workflows.
  • Frontend: Custom Node.js/React.
  • AI: OpenAI API / Gemini API.

Key Workflows:

  • Data Ingestion (from CRMs).
  • Document Classification (LLM-based).
  • Deal Packaging & Submission.

Dependencies​

  • Client CRM API access.
  • Supabase Cloud or Self-hosted instance.

Standard Operating Procedures (SOPs)​

  1. New Tenant Setup: Run setup_tenant.sh script to configure RLS policies in Supabase.
  2. Workflow Deployment: Import JSON workflows into n8n production instance.

Web Scraping & API​

Custom data extraction solutions using Python.

Technical Implementation​

Tools:

  • Scraping: BeautifulSoup4, Scrapy, Playwright (for dynamic content).
  • API: FastAPI or Flask for serving data.
  • Proxy Management: Rotation via 3rd party providers to avoid IP bans.

Dependencies​

  • Target website stability/structure.

Standard Operating Procedures (SOPs)​

  1. Target Analysis: Inspect DOM structure and network requests.
  2. Spider Development: Write Scrapy spider.
  3. Validation: Verify data integrity against source.

ERP Implementation​

Full-cycle implementation of Odoo ERP.

Technical Implementation​

Modules:

  • HR & Payroll.
  • Point of Sale (POS).
  • Inventory Management.
  • Website/eCommerce.

Hosting:

  • Dockerized Odoo instance on Swarm.
  • PostgreSQL backend.

Dependencies​

  • Accurate master data (Products, Employees).

Standard Operating Procedures (SOPs)​

  1. Requirements Gathering: Map business processes to Odoo modules.
  2. Data Migration: Import CSV templates for products/contacts.
  3. Training: Conduct user training sessions per department.