Thoughts on AI-powered development, building MVPs, shipping products in fintech, and what we're learning along the way.
Anthropic now runs four proctored Claude certifications through Pearson VUE. What CCAO-F, CCDV-F, CCAR-F and CCAR-P actually test, what they cost in AUD, how to study for free, and the honest answer on whether a certificate changes anything for your business.
Read moreAnthropic adds 10% GST to Australian Claude subscriptions by default - and if you do not add your ABN, you probably cannot claim it back. How the imported-services rules work, the two-minute fix, and what to do about invoices you have already paid.
Read moreClaude Max is USD $100 or $200 a month - about A$150 to A$300 plus GST. Here is the break-even maths for Australian businesses, the four user profiles it genuinely suits, and the three cases where Pro, Team or an API key is the better buy.
Read moreAnthropic does not publish a message count for any plan. Here is how the five-hour session window and weekly caps actually work, what drives usage up, roughly what each plan gets you, and how to tell whether you need Max or just better habits.
Read moreKeyword search finds what someone typed, not who fits the brief. How AI candidate matching turns a plain-English brief into a ranked shortlist against your existing database - with the reasoning shown.
Read moreYour ATS is full of candidates you cannot surface fast enough. How AI candidate matching and plain-English candidate database search turn a dead archive into instant shortlists - with a human approving every change.
Read moreThe market is full of AI recruitment software. For most agencies the real question is not which tool to buy, but whether to replace your ATS at all - or connect AI to the one you already have.
Read moreMost ATS records hide the good stuff inside a PDF. How CV parsing AI reads every resume, extracts the fields that matter, and files them onto the right record - with a human approving each change.
Read moreFor social housing maintenance contractors, revenue depends on coding every job to the correct Schedule of Rates line. Here is how we built a Claude-native layer that turns a technician job note into the right SOR code and writes it back into AroFlo.
Read moreA plain-language guide to the Schedule of Rates (SOR) - what it is, how it differs from a bill of quantities, and why coding jobs to the right SOR line is where high-volume maintenance contractors quietly leak revenue.
Read moreField service revenue depends on coding each job to the right rate or price-book line. Here is how AI job costing turns a technician job note into the correct billable code, and where it fits alongside your field service management software.
Read moreMost teams lose five or more hours per person, per week to repetitive, redundant, or unnecessary work. Here are the seven places it hides, how to measure each one, and how to get the time back.
Read moreMost manufacturers still run the floor on spreadsheets and disconnected dashboards. The search-demand data behind that problem — and how we built one production system, order to dispatch, for an Australian decoration and apparel manufacturer.
Read moreJob tracking, production tracking, job cards — how small manufacturers get real-time visibility of every job without an enterprise MES. What to track, what to skip, and how a purpose-built production system delivers it.
Read moreOff-the-shelf production software rarely fits embroidery, screen-print and apparel decorators — generic platforms are overkill and the lightweight tools are built for artwork, not the floor. Here is what a purpose-built order-to-dispatch system looks like for a decoration manufacturer.
Read moreProduction management system, MES, manufacturing ERP — the terms get used interchangeably, but they solve different problems. Here is what each one means, what it costs, and which fits a growing decoration, apparel or job-shop manufacturer.
Read moreWork-order management and production scheduling are the control layer of a production system — deciding and sequencing what the floor does next. What they cover, when to automate scheduling, and how they fit an order-to-dispatch flow.
Read moreAI automation for Australian small business in 2026 — what is genuinely paying back, what is overhyped, and the specific workflows we see Australian SMBs implementing this year.
Read moreASIC notices, APRA inquiries, WHS investigations — Australian compliance teams face large, scanned, unstructured document bundles where accuracy and traceability are non-negotiable. Here's how AI processes them and what makes the output trustworthy.
Read moreTechnology Assisted Review helped Australian law firms sort documents. AI document chronology does something more useful: it builds a verified, citable timeline of facts from scanned bundles so lawyers can focus on the argument, not the reading.
Read moreAustralian insurers and claims teams deal with massive scanned document bundles — medical records, incident reports, correspondence. Here's how AI turns them into a verified timeline in under an hour, and why traceability matters more than throughput.
Read moreYou can automate invoicing without Zapier. Five approaches compared — native integrations, Zapier, Make, n8n, and custom AI pipelines — with honest trade-offs for Australian small business.
Read moreSide-by-side comparison of the best quoting software for Australian small business — Xero Quotes, Quotient, WorkflowMax, ServiceM8, simPRO and AI-powered pipelines. Pick by what you actually do.
Read moreQuoting software that talks to your invoicing — from web enquiry to paid invoice, without Zapier. How AI-powered quoting and invoicing actually works for Australian small business.
Read moreAHPRA advertising guidelines reshape healthcare SEO. Why compliance-shaped, winnable-lane SEO beats chasing big terms for AU health and telehealth practices.
Read moreAI for HVAC and field-service businesses: how custom AI agents for tendering and on-site invoicing fit your workflow — and where bundled FSM AI falls short.
Read moreA technical guide to running local LLMs: the best open-weight models, how quantization works, real VRAM/RAM requirements by model size, and step-by-step setup with Ollama, LM Studio, and vLLM.
Read moreWhen the US government forced Anthropic to pull Fable 5 for foreign nationals overnight, cloud-AI dependency stopped being theoretical. A plain-English guide to local LLMs, the trade-offs, and a pragmatic hybrid strategy.
Read morePrivate, self-hosted and on-premise AI for Australian businesses — what it means, the regulatory drivers (Privacy Act reform, CPS 234, legal privilege, data sovereignty), the honest trade-offs, and how to decide what fits your firm.
Read moreWant ChatGPT-style AI without your data leaving the country? The real private and self-hosted options for Australian businesses — from contractually-closed enterprise AI to fully on-premise models — compared honestly.
Read moreClaude Pro is USD $20/mo (~A$30), Max from $100, Team from $25/seat. Every plan compared in USD + AUD with GST notes, hidden costs, and the right tier by team size. Updated 2026.
Read moreConnect the Notion MCP server to Claude and Claude Code in 10 minutes: create the integration, authenticate your workspace, then search pages, query databases, and create content via natural language. Step-by-step 2026 guide.
Read moreClaude Code hooks let you auto-format, audit, and block dangerous commands. 6 hooks we run on real Sandlabs client projects (incl. a Stop hook) — with the gotchas. Updated June 2026.
Read moreHow to start using AI in your small business — a step-by-step roadmap from occasional Claude use to a workflow that pays for itself, with real examples by function and a 90-day plan.
Read moreHow to roll out Claude Cowork, Skills, and plugins to a 5–50 person team in 30 days. Week-by-week playbook built on Anthropic’s May 2026 Claude for Small Business launch.
Read morePlugins, Skills, MCP connectors, slash commands — Claude’s customisation layer confuses almost every team. A practical explainer with a decision tree and real examples.
Read moreThe best Claude Skills for a 5–50 person business — 15 highest-ROI Skills grouped by department, with example SKILL.md snippets and which ones ship in Claude for Small Business.
Read moreThe four layers of Claude Cowork customisation, with copy-paste templates for global instructions, folder rules, and plugin marketplace configuration. Built for SMB admins.
Read moreA head-to-head comparison of AroFlo, Simpro, and ServiceM8 for AU trade businesses in 2026 — pricing, API access, AI integration potential, and the right pick by shop size.
Read moreA practical guide to Claude Skills — what they are, how to create one, and 6 real marketing use cases including blog drafting, SEO optimisation, and cold outreach.
Read moreWhat an AI agent really costs to build in 2026 — five project tiers from $3K Claude Cowork setups to $200K+ enterprise platforms, in AUD. Real ranges from real client work.
Read more15 AI automation platforms stress-tested in production by an Australian team — pricing in AUD, data residency, honest verdicts. The shortlist that actually ships.
Read moreThe Claude AI use cases that actually pay off for B2B teams in 2026 — broken down by department, with ROI benchmarks, rollout playbook, and what to skip. Founder-grade guide.
Read moreA 2026 decision guide for adding AI to Australian trades job management software. How AroFlo, Simpro, and ServiceM8 compare from an AI integration perspective — and which workflows pay off first on each.
Read moreA practical 2026 guide to building an AI agent on top of AroFlo. The architecture, the API quirks, the workflows that actually pay off — and where AI agents beat RPA.
Read moreA practical 2026 guide to building an AI agent on top of ServiceM8. The REST API, the iPad-first reality, and the workflows that actually pay off for small trades shops.
Read moreA practical 2026 guide to layering an AI agent on top of Simpro. OAuth 2.0 auth, the API surface that matters, and the workflows that actually pay off for multi-trade shops.
Read moreReplace an ops team with AI in 2026 — why single-agent builds fail in real operations work, what multi-agent architectures actually deliver, and what to ask for when buying.
Read moreAI for workflow automation in 2026 — how to replace repetitive tasks with AI agents that handle exceptions, interpret unstructured inputs, and make context-aware decisions.
Read moreAI consulting demystified — what it actually involves in 2026, typical engagement costs, how to prepare, and how to pick a partner. Transparent guide from a practitioner.
Read more15 real-world AI-powered automation examples across industries. See the time saved, cost reduced, and learn how to implement each one.
Read moreBuild your own MCP server from scratch. Step-by-step tutorial covering TypeScript setup, tool definitions, security, testing, and deployment.
Read moreClaude for Work vs Gemini Enterprise in 2026 — honest comparison of plans, pricing, reasoning, and enterprise fit. Decision framework to pick the right AI.
Read moreHow multi-agent AI systems actually work in 2026 — architecture patterns, orchestration approaches, and real production examples. When single agents fail and multi-agent wins.
Read moreTop 10 AI agent platforms in 2026 compared — features, pricing, strengths, and where each one breaks. Pick the right stack for your use case.
Read moreThe 25 best MCP servers in 2026 — databases, APIs, dev tools and more, ranked and reviewed. Setup guides, use cases, and honest takes on what actually works in production.
Read moreClaude AI vs ChatGPT for business in 2026 — honest head-to-head on document processing, coding, support, and pricing. Which to pick, and when.
Read moreClaude API pricing explained per model and per token for 2026. See exact costs and 7 proven optimisation strategies that cut production spend by 40–60%.
Read moreLearn what MCP servers are, how Model Context Protocol works, and why it's transforming AI development. Includes architecture diagrams and real examples.
Read moreAI agent development 2026 — what agents are, real use cases, how to pick a partner, and what it costs ($15K–$200K). Complete guide for business.
Read moreHow law firms are using AI in 2026 — contract review, legal research, document automation, client intake. Real use cases, costs, and what to deploy first.
Read moreHow to set up Claude Cowork for your team — features, connectors, use cases, pricing, and when you need professional help vs. DIY. A practical guide for business leaders.
Read moreCustom AI development in 2026 — AI custom development cost, custom AI software development scope, and how to pick a custom AI development company in Australia. Real prices ($15K–$200K).
Read moreDocument processing services 2026 — how intelligent document processing (IDP) extracts data from invoices, contracts, and PDFs with 95%+ accuracy. Architecture, pricing, build-or-buy.
Read morePractical guide to no code AI agents in 2026 — what the platforms handle, where they break, and when to move to custom-built agents. Platform comparison + decision framework.
Read moreA comprehensive review of the best AI consulting companies in Australia for 2026 — covering AI agent development, Claude integration, data science, and enterprise AI solutions.
Read moreAgentic AI explained for non-technical leaders — what it is, how it differs from chatbots and generative AI, real use cases, and how to evaluate it for your business.
Read moreA deep dive into the architecture behind a Claude-powered credit submission platform — Claude Haiku for triage, Claude Sonnet for 7 specialized agents covering financial data, collateral, borrowers, compliance, and submissions.
Read moreReal AI use cases for mortgage brokers — from automated document processing and lender remittance extraction to compliance monitoring and loan submission automation.
Read moreMelbourne, Australia — serving founders worldwide. [email protected]
