Code Workshop

AI Development & Integration

AI that actually works in your business

Most business owners have played with AI tools and hit a wall. The demos are impressive. Making it do something useful for your specific business is a different problem. That's where we come in — we build custom AI-powered software that fits how you actually operate.

The problem with AI for business

ChatGPT, Claude, and other AI tools are impressive in a browser window. Getting it to reliably summarise your customer emails, generate your job briefs, answer questions from your knowledge base, or flag issues in your data — that requires software to be built around it. The AI is just an engine. Someone still has to build the car.

We're software developers who work with OpenAI, Anthropic (Claude), and other leading AI providers. We know how to connect AI APIs to your systems, build the prompts that produce consistent results, handle the edge cases that break demos, and ship something your team can actually use every day — not just show off once.

What we build

  • →AI-powered internal tools — document processing, data extraction, automated reporting, knowledge base Q&A
  • →Customer-facing AI features — intelligent chatbots, personalised recommendations, automated responses
  • →Workflow automation — take repetitive manual tasks and replace them with AI-driven pipelines
  • →LLM integrations — connect OpenAI, Anthropic, or other models to your existing apps and databases
  • →AI-augmented mobile apps — bring AI capabilities to your iOS or Android apps

Good fits for AI

  • ✓You have repetitive tasks involving text, documents, or data that take hours and shouldn't
  • ✓You want your staff to have instant access to company knowledge without hunting through files
  • ✓You're generating the same types of documents over and over (quotes, briefs, reports, emails)
  • ✓You need to process information from multiple sources and want it summarised or actioned automatically
  • ✓You've tried AI tools and can see the potential but can't get them to work reliably for your use case

How we're different from AI consultants

There are plenty of people who will charge you to advise on AI strategy. We're developers — we actually build things. The output from working with us isn't a report or a slide deck, it's working software that your team uses on Monday morning.

We work out what you actually need built, scope it practically, and ship it. We're not selling you a platform subscription or an AI product with your logo on it. We're building something for your specific business, on your data, connected to your systems.

Realistic expectations

AI is genuinely useful, but it's not magic. Some things it handles excellently; other things are still better done by humans. Part of our job is to be honest with you about where AI adds real value in your business versus where it would just add cost and complexity.

The businesses that get the most value from AI investment are the ones who start with a specific problem — not "we want to use AI" but "we spend three hours a day doing X and want that automated." Start concrete, build something that works, and expand from there.

Who we work with

We work with Australian businesses of all sizes — from small operators who want to automate one specific workflow, to mid-sized companies looking to integrate AI across multiple systems. You don't need a large budget or a technical team in-house. You need a clear problem worth solving.

We're based in Bowral, Southern Highlands NSW, and work with clients across Sydney, NSW, and Australia. Most AI work is done remotely, but we're happy to meet in person for the right project.

From the blog

Ready to put AI to work?

Talk to Code Workshop — we'll tell you what's worth building, what isn't, and what it would actually take. Based in Bowral, serving businesses across Australia.