Cost & tools
9 articles
Pricing in this market is deliberately hard to compare. These articles put real numbers on AI automation in Australia, break down what a project costs and why, review the tools we use and recommend, and explain the fundamentals for owners who are evaluating their first serious investment.
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Claude leads, GLM builds: splitting thinking from typing
We let Claude plan and review while GLM, on a flat-rate coding plan, does the edits and runs the tests. Here is how the hand-off works, what broke when we set it up, and the three files you can copy.
How to Choose an AI Consultant in Australia (Without Wasting Money)
Practical guide for Australian businesses evaluating AI consultants. Red flags to watch for, questions to ask, and how to avoid costly mistakes when hiring an AI automation partner.
AI Automation Cost in Australia: Complete Pricing Guide 2026
Real-world pricing for AI automation and AI consulting services in Australia. Understand what you should pay for workflow automation, AI agents, and ongoing support in 2026.
Token Value Per Watt: The AI Efficiency Methodology for Growing Businesses
Perplexity CEO Aravind Srinivas says the AI race will be won on token value per watt. Here is a five-stage methodology for growing businesses to apply that principle and cut AI costs by up to 10x.
AI's Biggest Winners Have the Lowest Margins
The biggest winners of AI are not tech companies. They are manufacturers, logistics providers, and field-service operators with the lowest margins. AI agents deployed as infrastructure can deliver 5-12x ROI and 8-figure margin uplifts.
Google Just Published Its Official AI Search Optimisation Guide: Here Is What Actually Works
Google's May 2026 AI optimisation guide debunks AEO myths, says llms.txt and content chunking are unnecessary, and emphasises non-commodity content as the key to appearing in AI Overviews and AI Mode. Practical takeaways for Australian businesses.
GEPA: How Reflective Prompt Evolution Is Beating Reinforcement Learning at 90x Lower Cost
GEPA (Genetic-Pareto) is an open-source framework that optimizes AI prompts, code, and agent architectures using LLM-based reflection. Used by Databricks, Shopify, and OpenAI to achieve 90x cost savings over RL methods.
OpenAI Just Proved the Biggest AI Opportunity Isn't AI. It's the Consulting Carve
OpenAI's Frontier Alliance with McKinsey, BCG, Accenture and Capgemini signals the biggest consulting carve since cloud. The real money in AI isn't building models. It's helping enterprises transform their workforce around them.
How Much Does AI Automation Cost for a Small Business in Australia?
How Much Does AI Automation Cost for a Small Business in Australia?
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