Most AI projects stall in the same places. These three services target the highest-risk moments — before they get expensive.
AI consulting · Australia
Senior AI contractor for teams shipping faster, safer.
We help founders and product teams ship AI products with clearer architecture, safer code, and faster delivery.
Services
What we help with.
AI architecture review
Validate system design, model selection, RAG pipelines, vector database setup, and integration risks before they become expensive. Whether you're building on OpenAI, Anthropic Claude, AWS Bedrock, Azure OpenAI, or open-source LLMs — we assess what works and what won't scale.
AI code and delivery support
Review AI-generated code from tools like Claude Code, Codex, and Cursor. Unblock shipping decisions, clean up prompt engineering, and strengthen AI agent workflows already in motion. We work across Python, TypeScript, LangChain, LlamaIndex, OpenClaw, and the Model Context Protocol (MCP).
Fractional technical leadership
Bring in senior oversight for product direction, AI strategy, and engineering prioritisation. From fine-tuning decisions to multi-agent orchestration and AI automation architecture, we help your team make higher-confidence calls without the cost of a full-time AI hire.
How it works
Start with a conversation, not a contract.
Share the brief
Tell us what you're building, where AI fits, and where your team is stuck.
Get senior guidance
We review architecture, code, delivery risks and the highest-leverage next decisions.
Ship with confidence
Move forward with a clearer roadmap, safer implementation path and less avoidable rework.
Who it's for
Built for founders, product teams and agencies already moving with AI.
Get help turning AI ideas into something practical, scoped and ready to ship.
Add senior AI delivery support without committing to a full-time hire too early.
Bring in technical depth for AI projects that need stronger architecture and engineering judgment.
FAQ
Common questions.
What does an AI contractor do?
An AI contractor is a senior technical specialist who embeds with your team to review architecture, validate code, and de-risk AI delivery. We bridge the gap between your product vision and a working AI system — without the overhead of a full-time hire.
When should I hire an AI contractor?
When your team is building with AI but lacks senior engineering oversight. Common triggers: you're evaluating LLM providers, your AI-generated code needs review, your RAG pipeline isn't performing, or you need someone experienced to validate your architecture before scaling.
What's the difference between an AI contractor and an AI consultant?
An AI consultant typically advises on strategy. An AI contractor advises and delivers — reviewing code, making architecture decisions, and working alongside your engineers. We do both, but the emphasis is on practical, hands-on output you can ship against.
What AI technologies do you work with?
We work across the modern AI stack: OpenAI GPT models, Anthropic Claude, AWS Bedrock, Azure OpenAI, Google Vertex AI, open-source LLMs, LangChain, LlamaIndex, Model Context Protocol (MCP), vector databases (Pinecone, pgvector, Weaviate), RAG and agentic RAG architectures, multi-agent frameworks (CrewAI, OpenClaw), fine-tuning pipelines, and AI coding tools like Claude Code, Codex, and Cursor.
How much does an AI contractor cost in Australia?
Engagements are scoped by the project, not by the hour. A typical architecture review starts as a focused engagement with clear deliverables. Book a call and we'll scope it based on your specific situation — no obligation.
How long does an AI architecture review take?
Most architecture reviews are completed within one to two weeks, depending on system complexity. You'll receive a clear written assessment with prioritised recommendations your team can act on immediately.
Should I hire an AI contractor or a full-time AI engineer?
If you need ongoing daily AI engineering, hire full-time. If you need senior-level oversight, architecture validation, or a second opinion before a major AI decision — a contractor gives you that expertise without the commitment. Many teams use us to de-risk before hiring.
Can you help with AI-generated code review?
Yes. AI coding tools like Claude Code, GitHub Copilot, and Codex produce code fast — but without senior review, they also produce technical debt fast. We review AI-assisted codebases for security, scalability, and maintainability.
Do you work with teams across Australia?
Yes. Based in Sydney, available remotely across Australia. Most engagements are async-first with scheduled calls, so timezone alignment across AEST/AEDT is straightforward.
Get in touch
Need senior AI help?
Book a call to discuss your project. No pitch deck needed — just tell us what you're building and where you're stuck.