End-to-end systems for 30+ years

Full-stack solutions powered by real-world AI.

AFX Software Inc. designs and builds complete systems — architecture, databases, APIs, web frontends, DevOps pipelines — enhanced with LLMs, RAG pipelines, and automation using tools like n8n.

Architecture • Implementation • DevOps • AI integration

What We Do

AFX Software Inc. builds complete systems end-to-end — architecture, implementation, operations, and long-term evolution.

End-to-End Product Development

From idea to production: requirements, architecture, databases, APIs, web frontends, deployments, and monitoring. You get a production-ready system, not just a code dump.

Modern Web Applications

React, Node.js, and .NET backends with clean APIs, secure auth, and responsive interfaces. Built to be maintainable and easy to extend.

Cloud & DevOps

Azure, Kubernetes, Docker, CI/CD pipelines, logging, and observability. Move from “it works on my machine” to predictable deployments across environments.

IoT & Edge Systems

Integrating devices, sensors, GPS, and MQTT messaging with cloud-based services and dashboards. Designed for reliability in real-world conditions.

AI & Automation

We integrate AI where it genuinely adds value: reducing manual work, improving decisions, and enhancing existing systems — not just chasing hype.

LLM Integration

Embed Large Language Models into your apps to summarize data, generate drafts, assist users, and power natural-language workflows.

RAG (Retrieval-Augmented Generation)

Connect AI to your own documents, data, and knowledge bases. Retrieval-augmented pipelines keep your information private while giving AI the context it needs.

n8n Workflows & Agents

Build automations using n8n and AI agents that orchestrate APIs, LLMs, and internal systems: from data pipelines to “ops bots” that can take action.

Pragmatic AI

Focus on real outcomes: saving time, reducing errors, and making complex systems easier to operate. AI is a tool, not a silver bullet.

Experience

AFX Software Inc. has been building software systems for over three decades across multiple industries.

Aviation & Transportation

  • Airport operations and safety platforms
  • Runway condition analysis and alerting
  • Real-time mapping, GPS tracking, and geospatial data
  • Safety-critical applications with clear visual cues

Financial Services & Analytics

  • Portfolio and investment analytics tools
  • Back-testing engines and financial modeling
  • Data integrations for prices and fundamentals
  • Web-based replacements for complex Excel models

Enterprise & Line-of-Business

  • Custom internal apps that replace manual processes
  • Multi-tenant SaaS platforms
  • Dashboards, reporting, and visualization
  • Long-term maintenance of mission-critical systems

Technology Stack

Comfortable across the full stack — from embedded devices to cloud infrastructure and modern frontends.

Frontend

  • React & Vite
  • JavaScript / TypeScript
  • Material UI & modern UI libraries

Backend

  • Node.js & Express
  • .NET / C#
  • REST and event-driven APIs

Data & Databases

  • PostgreSQL & SQL Server
  • SQLite and embedded datastores
  • Geospatial data and analytics

Cloud & DevOps

  • Azure & Kubernetes
  • Docker & container registries
  • CI/CD pipelines and observability

AI & Automation

  • LLM APIs and integrations
  • RAG, vector search, embeddings
  • n8n workflows and agents
  • Python for data and ML

IoT & Edge

  • Embedded Linux devices
  • MQTT messaging
  • Sensor and GPS integration

Let's Talk

Whether you're modernizing an existing system, exploring what AI can do for your business, or starting something new, AFX Software Inc. can help.

Email: ken@afxsoftware.com

Location: Oakville, Ontario, Canada

Include as much context as you like about your current systems, goals, and timelines — we'll follow up with practical next steps.