AI Practice
Human-Led. AI-Accelerated. Built for real business impact.
Agents, RAG, and AI wired into the products you already run. We build the kind of AI that ships and survives a board review.
Why Appoly
What separates production AI from PowerPoint AI.
Measurable ROI
Engagements scoped against hours saved or errors caught. We bring numbers to the next board meeting.
Built for production
Evaluation, monitoring, governance, rollback. Designed in from the start, not bolted on the week before launch.
Human-in-the-loop
Agents augment your team with clear escalation, approvals, and audit trails. Nobody is left wondering what the bot just did.
Australian-aware
Privacy Act, APP, data residency, sector-specific requirements. We think about these on day one, not at the security review.
Our AI Solutions
The full AI capability, from advisory to production agents.
Eight services covering the AI lifecycle. Pick the one closest to where you are. We'll help you sequence the rest.
AI Agent Development in Australia
AI agent development services for Australian organisations, built in South Melbourne for agents and AI applications that plan, act, and sit inside real workflows.
MCP Server Development
Custom Model Context Protocol servers that give AI assistants and agents secure, governed access to your data and systems.
AI Agent Governance & Security
Guardrails, audit trails, permission frameworks, and security controls. The work that makes AI agents safe to deploy in regulated and enterprise environments.
AI Integration
Embed intelligent capabilities into the iOS, Android, and web products your customers already use.
AI Enablement in Australia
AI enablement services for Australian organisations, built in South Melbourne for AI enablement consulting, from a half-day audit to a board-ready roadmap.
Retrieval-Augmented Generation (RAG)
AI that answers from your documents, your data, and your context. Not from what a foundation model happened to learn on the public internet.
AI for Customer Service
Context-aware support systems that resolve more tickets first-time. Integrated with your knowledge base, CRM, and human team.
Legacy to AI-Native Migration
Wrap and extend existing systems with intelligent interfaces, or modernise them outright. Without the big-bang rewrite.
In production
AI work that's actually in production.
A selection of recent engagements where AI is doing real work, not sitting in a slide.
AI-Powered Valve Specification Extraction
An AI and ML pipeline that turns thousands of unstructured valve specification documents into searchable, structured data. Seconds, not days.
AIM Housing
A multi-platform housing operations system. AI-assisted decisioning and modern DevOps brought to a previously paper-driven workflow.
FAQs
Common questions we hear.
Do we need to have our data sorted before we start?
No. Most clients arrive with messy data. The first engagement usually includes the work of making it usable, and that work is often where the biggest wins hide.
Which models do you use?
Claude, GPT, Gemini, and open-source models. We pick per use case based on capability, cost, latency, and data residency. We are model-agnostic by default.
How do you handle privacy and IP?
No client data is used for model training without explicit consent. We architect for data residency in Australia where required, and prefer providers with strong privacy posture. We will walk you through the trade-offs.
What does a first engagement look like?
A 4 to 6 week proof-of-value. One workflow, one team, one measurable outcome. We build with you, not for you, and the engagement ends with a clear go/no-go on production rollout.
Ready to put AI to work?
A 20-minute discovery call with a senior AI specialist. No follow-up sequences. Just an honest conversation about what AI can and can't do for your business right now.
Book an AI Discovery Call