AI integration that actually works in your business
We don't sell AI strategy decks. We build the systems — LLM integrations, AI agents, MCP servers, and workflow automation that replaces manual work and compounds over time.
Why work with us
Custom-built not off-the-shelf
Every integration is purpose-built for your stack, your data, and your workflows. No generic chatbot widgets.
Works with your existing stack
We integrate with whatever you're already using — CRMs, ERPs, databases, spreadsheets. No rip-and-replace required.
Set and forget automation
Once deployed, these systems run autonomously. They process data, trigger actions, and handle edge cases without babysitting.
How it works
What this service involves, who it's for, and how we deliver it.
Book a free callAI integration is about connecting large language models and machine learning systems directly into your business operations — not as a novelty, but as infrastructure that does real work.
We build systems that read, write, decide, and act on your behalf. That might mean an AI agent that processes incoming support tickets and drafts responses for human review. Or an automation pipeline that extracts data from PDFs, validates it against your database, and pushes clean records into your CRM.
The key difference between what we build and what most agencies sell is that our integrations are production systems. They handle errors gracefully, log their decisions, and scale with your volume. They’re not demos — they’re tools your team relies on every day.
Frequently asked questions
What does an AI integration actually look like?
It depends on the problem. It might be an AI agent that reads incoming emails and routes them to the right team. Or an LLM that processes unstructured documents and writes structured data into your CRM. Or an MCP server that gives your AI assistant the ability to query your database and take actions. The common thread is that a manual process becomes automated.
How long does it take?
Most AI integrations go from scoping to production in 2-6 weeks. Simpler automations like document processing can be live in days. More complex multi-agent systems with custom training take longer.
Which AI models do you use?
Primarily Claude (Anthropic) and GPT-4 (OpenAI), but we're model-agnostic. We choose based on the task — cost, latency, accuracy, and capability all factor in. We also work with open-source models where it makes sense.
What businesses are the best fit?
Businesses with repeatable manual processes, high data volumes, or teams drowning in admin work. We've worked across aged care, property, professional services, logistics, and SaaS — the common thread is operational pain that AI can directly address.
Related case studies
A 20% lift in revenue for an AI survey company, from unifying its operational data
20% achieved a 20% lift in bottom-line revenue by unifying operational data and optimizing decision-making
Leading growth and product strategy for a $60M Silicon Valley venture backed by Ford and Salesforce
5× lower cost per lead from the acquisition strategy
An AI pet health app in market in 5 weeks, with 100 beta users signed up and customer acquisition cost down 70%
5 weeks from brief to a product in market, in the founders' words
The full product team for a $2M venture-backed AI researcher, with survey acquisition 6% above industry standard
~$2M raised by the startup we became the product team for
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Reporting time cut by 50% for a global sustainability non-profit, with MCP servers pulling the data
50% successfully cut internal reporting time by 50% through automated MCP server data retrieval
An AI Nonna that lifted e-commerce customer retention by 35% for a cast iron cookware brand
+35% increase in e-commerce customer retention
Related services
Digital Transformation
Replace slow manual processes with fast automated ones. Process mapping, tool integration, and AI automation.
MCP Servers
Australian MCP server development company. We build production MCP servers for Claude and ChatGPT with auth, logging and monitoring. Book a scoping call.
Industries we serve
We apply AI Integration across sectors — explore how it works in yours.
Ready to get started?
Book a free 30-minute scoping call. We'll tell you honestly whether we can help.