Deep dives, practical guides, and honest opinions from the team shipping AI in production. No hype — just what actually works.
Featured · AI Insights
AI product pricing models compared: per-seat, usage-based and outcome-based, with a hybrid design method and an Australian lens. Read the guide first.
AI Insights
AI for dental practices in Australia: what AI teammates handle, what stays clinical, Ahpra and privacy rules, onshore hosting, setup time. Read the guide.
AI Insights
How to build an AI product cost model: trace one request, price tokens with caching, model real usage, add non-token costs, stress-test margin. Start now.
AI Insights
AI deployment options for Australian builders: direct API, Bedrock, Vertex, Azure, self-hosted or hybrid. What stays onshore, what it costs. Read the guide.
AI Insights
AI for gyms and fitness studios in Australia: what an AI teammate should handle, what stays human, onshore hosting and real setup time. Read the guide.
AI Insights
Context engineering for AI agents: a practical how-to covering system prompts, tool design, retrieval, compaction and prompt caching for reliable agents.
AI Insights
AI guardrails and structured outputs in 2026: schema-enforced JSON, output validation, rail frameworks and what Australian rules require. Read the guide.
AI Insights
AI for auto repair shops in Australia: what an AI teammate should handle, what it must never touch, onshore hosting and real setup time. Read the guide.
AI Insights
Build an AI data pipeline for RAG that stays fresh: change detection, chunking, contextual retrieval, hybrid search and reranking. A 7-stage how-to guide.
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What an AI MVP really costs in Australia in 2026 — line-item budgets, the traps that blow them out, and how to scope a build that pays for itself.
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