We work with service businesses that have deep domain expertise and want to use AI to scale without proportionally scaling headcount. Sometimes that's a growing creative or professional services firm. Sometimes it's a health-tech scale-up. Sometimes it's an innovation team or business unit within a larger organisation. We service a wide range of industry verticals but what our clients have in common is an established service model, a genuine willingness to invest in AI, and a preference for a partner who understands both strategy and implementation rather than a vendor who delivers and disappears.

Functional pilot projects start at AUD $12,000. Larger systems and product builds are unique to each client and are scoped based on complexity and desired outcomes. We price on milestones, not hours, so we commit to delivering exactly what you need for the agreed investment. For the right opportunities we also make our services more accessible through equity or performance-based arrangements.

We can deliver a functional pilot in as little as 3 weeks. More complex systems and products take longer, but our AI-accelerated development process means we move much faster than traditional agencies. You'll have something deployed and and generating value early, not months down the track.

We are 'technology-agnostic' meaning we don't prescribe a specific solution but look for the best fit with your organisation. All solutions are lean, production-grade AI systems using modern infrastructure. For most projects, that means orchestrating large language models like Claude and Gemini through platforms like AWS Agentcore, n8n or Azure Foundry. For knowledge-intensive applications, we implement retrieval-augmented generation (RAG) using vector databases (like Chroma or Pinecone) and, where relationships matter, graphRAG architectures (Neo4j, Cognee) that preserve context across connected information. We integrate with existing systems via MCP or APIs and handle deployment across cloud infrastructure. Our team has deep experience in product design, full-stack development, DevOps, and AI engineering, so we own the entire build, not just the AI layer.

Absolutely. Most of our clients don't have in-house developers. We handle the full stack: architecture, development, data infrastructure and AI integration. We also train your team so they can operate and evolve the systems we build. You don't need technical expertise to work with us; you need domain expertise in your own business, and we bring the rest.