Guides
Guides for planning a software or AI project in Australia
What things cost in Australia, how the options compare, what the jargon means, and which rules apply. Plain English, AUD figures, primary sources, and a visible date on every page so you know how current it is.
Cost guides
Typical Australian price ranges for software and AI projects, what drives them, and how to spend less without cutting corners.
- Customer portal development: what it involves and what it costs How to build a customer or client portal in Australia: core features, off the shelf vs custom, typical cost ranges, security and Privacy Act duties.
- Enterprise software development cost in Australia How much does enterprise software development cost in Australia? Typically $150k to $1M+ AUD, including custom ERP work. Costs by scale, integrations, risk.
- How much does a B2B ordering portal cost? B2B ordering portal cost for Australian wholesalers: SaaS from a few hundred dollars a month, custom portals from $50k, and a 3 year cost comparison.
- How much does a booking system cost in Australia? Booking system cost in Australia: subscriptions from $0 to a few hundred dollars a month, custom builds from about $10k to $250k+, and what drives the price.
- How much does a code audit cost in Australia? (2026) Code audit costs in Australia by scope: health checks, full audits and security reviews, what drives the price, what the report should contain and next steps.
- How much does a custom CRM cost in Australia? (and when HubSpot or GoHighLevel is enough) Custom CRM development in Australia costs about $20k to $250k+. Five year costs against HubSpot, Salesforce, Zoho and GoHighLevel, and when to build or buy.
- How much does a custom inventory management system cost? Custom inventory system cost in Australia: $15k to $350k+ to build, against Cin7 and Unleashed subscriptions, with the 3 and 5 year break even worked out.
- How much does a data warehouse cost in Australia? (2026) Data warehouse costs in Australia: Snowflake, BigQuery, Fabric and Postgres pricing, ingestion tools, build estimates and the people cost of running one.
- How much does a field service app cost to build? Field service app cost for Australian contractors: ServiceM8, AroFlo and simPRO at 20, 100 and 300 technicians against custom builds from $25k to $600k+.
- How much does a loyalty app cost in Australia? Loyalty costs in Australia, from Square Loyalty and wallet passes to a custom points app, plus points liability, ASIC relief, ACCC concerns and 3 year totals.
- How much does a membership platform cost to build? Membership platform costs line by line: WildApricot, MemberPress and Circle prices, custom portal builds, renewals, CPD, payments and 3 year totals in AUD.
- How much does a penetration test cost in Australia? (2026) Penetration testing cost in Australia: published AUD ranges by scope, what drives the price, scans vs manual tests vs red teams, and when you need CREST.
- How much does a RAG knowledge base cost? (2026 Australian guide) How much does a RAG knowledge base cost? An AI knowledge base is usually $25k to $50k to pilot and $60k to $150k in production (AUD), plus a per-query cost.
- How much does a rostering and workforce management system cost? Rostering and workforce management cost in Australia: Deputy, Employment Hero and Tanda prices against custom builds, and why awards drive the budget.
- How much does a Shopify custom app cost in Australia? Shopify custom app costs for Australian merchants: Functions and checkout extensions that need Plus, ERP, 3PL and Xero sync, API upkeep and 3 year totals.
- How much does a telehealth app cost to build in Australia? Telehealth app costs in Australia: video API vs Coviu and Healthdirect, Medicare telehealth rules, eScripts conformance, TGA limits and 3 year totals.
- How much does a ticketing system cost to build in Australia? Ticketing costs in Australia: Humanitix and Eventbrite fees per ticket, when your own system breaks even, resale laws, refunds, drip pricing, 3 year totals.
- How much does a white label app cost? What a white label app costs: licensing a rebrandable app, building a multi brand platform, Apple's template app rule 4.2.6, per brand fees and 3 year totals.
- How much does AI development cost in Australia? (2026 guide) How much does AI development cost in Australia? From $15k for a proof of concept to $400k+ for enterprise AI, plus generative AI and AI agent pricing.
- How much does AI document processing cost? Australian prices per page and per build (2026) AI document processing costs in Australia: per page prices for Textract, Azure and Google, LLM extraction, human review, build ranges and payback maths.
- How much does an AI agent cost in Australia? Build and monthly running costs (2026) What an AI agent costs to build and run in Australia: published build ranges by agent type, monthly token arithmetic, and Copilot Studio, Agentforce and n8n.
- How much does an AI chatbot cost in Australia? (2026 guide) How much does an AI chatbot cost in Australia? Under $300 a month for DIY tools up to $80k to $250k+ for enterprise agents. Chatbot development pricing guide.
- How much does an AI receptionist cost in Australia? (2026) AI receptionist cost in Australia: subscription bands, per minute running costs with the arithmetic, custom build ranges, and human receptionist costs.
- How much does an app redesign or UX design cost in Australia? (2026) App redesign and UX design costs in Australia: refresh vs redesign vs rebuild, prototype fidelity, usability testing, Figma seats and a 3 year total.
- How much does an Essential Eight assessment and uplift cost in Australia? (2026) Essential Eight assessment and uplift costs in Australia, what ASD Essentials changes, licences, custom software, ongoing costs and a 3 year total.
- How much does an intranet cost in Australia? Intranet cost in Australia: SharePoint on licences you have, packaged intranet SaaS or a custom staff portal, and the frontline licence maths that decides it.
- How much does an IoT platform and app cost to build in Australia? IoT system costs in Australia from sensor to dashboard: LoRaWAN and cellular IoT, AWS IoT Core pricing, the smart device security standard and 3 year totals.
- How much does an MVP cost in Australia? (2026 guide) How much does MVP development cost in Australia? A coded MVP usually costs $50k to $120k (AUD, ex GST), less with no-code. Startup MVP pricing and scope cuts.
- How much does API integration cost in Australia? How much does API integration cost? Australian ranges from $2k for a webhook to $150k for multi system orchestration, plus API fees like Xero's 2026 tiers.
- How much does business process automation cost? How much does business process automation cost? From a $30 a month Zapier plan to $30k to $150k AUD for custom workflow automation. Pricing, payback, upkeep.
- How much does cloud migration cost in Australia? Cloud migration cost in Australia by approach: rehost, replatform or refactor, plus run costs, Australian regions, vendor funding programs and FinOps.
- How much does computer vision development cost in Australia? (2026) Computer vision costs in Australia: vision API prices, custom models, labelling, edge hardware, privacy and surveillance law, plus a worked 3 year total.
- How much does custom software cost in Australia? (2026 guide) How much does custom software cost in Australia? From $15k to $40k for a simple tool to $150k to $500k+ for complex systems. Bespoke software pricing guide.
- How much does dashboard development cost in Australia? (2026) Dashboard and KPI dashboard costs in Australia: Power BI builds by data source, embedded analytics, licence prices in AUD and a worked 3 year total cost.
- How much does ERP implementation and customisation cost in Australia? ERP implementation cost in Australia, split into licences, partner work, customisation, data migration and training, with a worked 3 year total for 30 users.
- How much does it cost to add AI to an existing app? How much does it cost to add AI to an existing app? Typically $10k to $60k AUD per feature and $60k to $200k for assistants or agents. AI integration pricing.
- How much does it cost to build a SaaS product in Australia? How much does it cost to build a SaaS product in Australia? A commercial first version is typically $80k to $300k AUD. Pricing, timelines and running costs.
- How much does it cost to build an app in Australia? (2026 business guide) How much does it cost to build an app in Australia? Most business apps for iOS and Android cost $50k to $250k (AUD, ex GST). App development pricing guide.
- How much does it cost to build an app like Uber or Airtasker in Australia? What booking, marketplace and on-demand apps cost to build in Australia: AUD ranges by app type, what drives cost, running costs and a cheaper first version.
- How much does legacy system modernisation cost in Australia? How much does legacy system modernisation cost in Australia? Typically $40k to $700k+ AUD, from a cloud rehost to a full rebuild. Costs by approach explained.
- How much does LMS development cost in Australia? What a learning management system costs in Australia: SaaS per user pricing, hosted Moodle, custom LMS builds, SCORM, GST on courses and 3 year totals.
- How much does Power Apps development cost in Australia? Power Apps cost in Australia: builds from $5k to $250k, Premium licences at AU$29.90 a user, the 1 January 2027 price rise and a 5 year custom comparison.
- How much does software maintenance cost per year? How much does software maintenance cost per year? Typically 15 to 20% of the build cost. Support retainer and SLA pricing in AUD, and how to reduce the cost.
- How the R&D Tax Incentive affects the cost of building software Can the R&D Tax Incentive reduce software development costs in Australia? Which costs may count for the R&D tax offset, eligibility, timing and claim costs.
- How to reduce your AWS or Azure bill: a practical guide for Australian businesses Practical ways to cut AWS and Azure bills: idle resources, NAT and data transfer, savings plans, serverless vs containers, AI spend and the Sydney premium.
- Software developer rates in Australia (2026): employee, contractor, agency and offshore Software developer hourly rates in Australia for 2026: salaries, contractor day rates, agency and offshore rates, and what an employee really costs per hour.
- What does it cost to run an LLM in production? (2026 guide) LLM API cost in 2026: Claude and GPT pricing per token, caching, batch, Australian region premiums and self-hosting, with the arithmetic shown step by step.
Comparisons
Fair, side-by-side comparisons of the options Australian buyers weigh up, with a clear recommendation for each situation.
- AI agents vs chatbots vs workflow automation: what's the difference? AI agent vs chatbot vs workflow automation: chatbots answer, automation follows fixed rules, agents choose their own steps. When to use each, and the risks.
- AWS Bedrock vs Azure OpenAI vs Google Gemini Enterprise Agent Platform (formerly Vertex AI) for Australian data residency AWS Bedrock vs Azure OpenAI vs Vertex AI, now Gemini Enterprise Agent Platform: which AI models run onshore in Australia, and on which platform.
- AWS vs Azure vs Google Cloud in Australia: regions, IRAP, cost and fit AWS vs Azure vs Google Cloud in Australia: Sydney, Melbourne and Canberra regions, IRAP scope, onshore AI models, egress pricing and Microsoft 365 fit.
- Bubble vs custom code: when does a Bubble app need a real codebase? Bubble vs custom code for Australian founders: workload unit costs, where Bubble hosts data, what you own, and the signals that it is time to move to code.
- Build vs buy: custom software or off-the-shelf SaaS? Build vs buy software: when off-the-shelf SaaS wins and when custom (bespoke) software pays off, with costs over five years and a weighted decision matrix.
- ChatGPT Enterprise vs Claude vs Microsoft Copilot for Australian businesses ChatGPT vs Claude vs Copilot for business: ChatGPT Enterprise, Claude and Microsoft Copilot compared on data privacy, Australian residency and pricing basis.
- Cin7 vs Unleashed vs custom inventory software: which should you choose? Cin7 Core vs Unleashed for Australian product businesses: manufacturing, batch and expiry, B2B, Xero sync, API limits, pricing and when custom inventory pays.
- Do I need a technical cofounder? Cofounder vs agency vs freelancer Do you need a technical cofounder, or can an agency or freelancer build your MVP? What each gives you, what equity really costs, and hybrid paths.
- Fixed price vs time and materials: which software contract should you sign? Fixed price vs time and materials contracts for software: how each model shares risk, what it really costs, hybrids such as capped T&M, and how to choose.
- Flutter vs React Native in 2026: which should you build your app with? Flutter vs React Native in 2026: which is better for your mobile app? Performance, hiring, updates and cost compared, and when each is the right pick.
- Freelancer vs agency vs in-house developers: which should you use? Freelancer vs agency vs in-house developers: Australian costs, risk and continuity compared, with the true cost of hiring a developer and a guide to choosing.
- GoHighLevel vs HubSpot for Australian service businesses and agencies GoHighLevel vs HubSpot for Australian trades, clinics and agencies: account vs seat pricing, Australian numbers, SMS rules, white labelling and when to move.
- How to choose a software development company in Australia How to choose the right software development company in Australia: checks to run, questions to ask, how to compare quotes, and contract terms to insist on.
- How to choose a tech stack for your app or software project How to choose a tech stack in Australia: five questions that decide it, hiring and hosting in Sydney and Melbourne, worked examples, and red flags to spot.
- How to choose an AI development company in Australia How to choose the right AI development company in Australia: questions to ask, evidence to request, red flags, and when you don't need an AI developer at all.
- HubSpot vs Salesforce for Australian businesses: cost, hosting and fit HubSpot vs Salesforce for 10 to 200 person Australian businesses: real seat costs, Australian data hosting, admin effort, AI agents and when to go custom.
- Is my app quote reasonable? How to compare software development quotes How to tell if an app or software quote is reasonable: what a complete quote includes, ten red flags, questions to ask and a scoring matrix to compare quotes.
- Lovable vs Bolt vs Replit: which AI app builder, and when to go custom? Lovable vs Bolt vs Replit for Australian founders: pricing, backends, code ownership, mobile apps and data regions, and when a custom build is the better call.
- Low-code (Power Apps, Bubble) vs custom development: which should you choose? Low-code vs custom software development: where Power Apps and Bubble win, where low-code breaks down, how licensing scales, and data residency in Australia.
- Microsoft 365 Copilot vs a custom AI assistant Microsoft 365 Copilot vs a custom AI assistant: when Copilot or Copilot Studio is enough, when a custom build pays off, and Copilot data privacy in Australia.
- monday.com vs custom software: when a work management tool stops fitting When monday.com, Asana or ClickUp boards stop fitting your operations: automation limits, AUD seat pricing, data regions, building on the API or going custom.
- Monolith vs microservices: which architecture suits a growing business? Monolith vs microservices for SMB and mid market software: why a modular monolith usually wins, what microservices really cost, and how to split one safely.
- n8n vs Make vs Zapier: which automation platform fits (and when to go custom)? n8n vs Zapier vs Make for Australian businesses: pricing models, self-hosted n8n in Australia, data residency and limits, and when custom code beats them.
- Native vs cross platform app development: when do you need Swift and Kotlin? Native Swift and Kotlin vs cross platform apps for Australian businesses: device features, cost of two codebases, store requirements and when native wins.
- NetSuite vs Business Central vs MYOB Acumatica for mid market Australia NetSuite, Business Central or MYOB Acumatica after Xero or MYOB? Licensing in AUD, Australian payroll and STP, implementation risk and a decision table.
- Odoo vs a custom ERP for Australian SMBs Odoo vs a custom ERP for Australian SMBs: Community vs Enterprise, GST, BAS and STP support, customisation and upgrade cost, hosting and a decision table.
- Onshore vs offshore software development for Australian companies Onshore vs offshore software development for Australian companies: 2026 offshore rates by region, total cost, time zones, privacy, IP, and when offshore wins.
- Open-weight models vs API models: which should Australian enterprises use? Open-weight (open source) LLMs like Llama, Mistral, Qwen and gpt-oss vs API models: when a self-hosted LLM beats an API on sovereignty, cost and control.
- pgvector vs Pinecone vs Weaviate vs Qdrant: which vector database should you use? Vector database comparison: pgvector vs Pinecone vs Weaviate vs Qdrant on hosting, Australian regions, price and scale, and the best vector database for RAG.
- PostgreSQL vs MongoDB for business applications PostgreSQL vs MongoDB for invoices, bookings and inventory: integrity, reporting, vector search for AI, licensing and managed hosting in Australia compared.
- Power Apps vs a custom app: which suits a Microsoft 365 business? Power Apps vs a custom web app for Australian Microsoft 365 businesses: licence maths at 20, 200 and 2,000 users, external access, limits and a scoring table.
- Power BI vs Tableau vs Looker Studio for Australian businesses Power BI vs Tableau vs Looker Studio (now Data Studio) for Australian SMBs: AUD licensing, Xero and MYOB data, client sharing, AI features and custom options.
- RAG vs fine-tuning: which does your business need? RAG vs fine-tuning (and prompt engineering): RAG gives a model your knowledge, fine-tuning changes how it behaves. Costs, data residency, and when to combine.
- Replacing Excel or Microsoft Access with a web app: options, costs and how to migrate What replaced Microsoft Access, when a spreadsheet becomes a risk, and how SaaS, Power Apps and a custom web app compare on cost and fit in Australia.
- Retool vs custom internal tools: build it in a builder or write the code? Retool, Appsmith and Budibase vs hand coded admin panels: per seat pricing, self hosting in an Australian region, security gating and when each wins.
- Rewrite vs refactor: what should you do with legacy software? Rewrite vs refactor legacy software: when to rebuild from scratch, when to refactor, and the incremental middle path, with a scoring matrix for deciding.
- ServiceM8 vs simPRO vs AroFlo (and Tradify, Fergus): which job management platform? ServiceM8, simPRO, AroFlo, Tradify and Fergus compared for Australian trades: cost by team size, API limits, Xero and MYOB sync, and when to go custom.
- SharePoint intranet vs a custom intranet or staff portal SharePoint, packaged intranets on SharePoint, or a custom staff portal? A guide for Australian employers with frontline and casual staff, licences and search.
- Shopify vs custom ecommerce in Australia: which should you build on? Shopify, Shopify Plus, headless or a custom store? AUD plan prices, payment fees after the surcharge ban, three year costs and when custom commerce pays off.
- SOC 2 vs ISO 27001: which does an Australian SaaS company need? SOC 2 vs ISO 27001 for Australian SaaS: what each is, which buyers ask for which, typical cost and timeline, and where Essential Eight and IRAP fit in.
- Stripe vs Square vs Tyro vs Adyen for Australian apps and platforms Stripe, Square, Tyro or Adyen for Australian software? Card fees, least cost routing, the 1 October 2026 surcharge ban, platform payouts, PayTo and Xero sync.
- Supabase vs Firebase for Australian apps: hosting, cost and lock in Supabase vs Firebase for Australian apps: Sydney hosting, what stays onshore (auth, backups, functions), pricing at three user levels and lock in compared.
- Vercel vs AWS for hosting Next.js apps in Australia Vercel vs AWS Amplify vs self hosting Next.js on AWS: Sydney function regions, Next.js feature support, usage pricing in syd1 and when to move off Vercel.
- Web app vs mobile app vs PWA: which should your business build? Web app, native mobile app or PWA? What each can do on iPhone and Android in 2026, how cost and app store fees compare, and which suits your business.
- What to check before signing a software development contract in Australia What to check before signing a software development contract in Australia: IP assignment, moral rights, source code, warranties, liability, privacy and exit.
Australian rules and programs
Australian regulation, government policy and incentives that shape software and AI projects, explained with links to the primary sources.
- ABN Lookup, address validation and other Australian business data APIs How to integrate ABN Lookup web services, ASIC company data, G-NAF address data and Australia Post APIs, with the licence terms, fees and caching rules.
- AI acceptable use policy template for Australian businesses A staff AI acceptable use policy grounded in Australian privacy law, OAIC guidance and professional rules, with a template you can copy and adapt today.
- AI data sovereignty in Australia: which models can run onshore? AI data sovereignty in Australia: which models process prompts onshore on Bedrock, Azure OpenAI, Google Agent Platform, Claude and OpenAI, and how to check.
- APRA CPS 230 requirements for AI vendors: what changes when your AI supplier is material APRA CPS 230 requirements for AI vendors: when an AI supplier is a material service provider, what the contract must say, and the notification deadlines.
- APRA CPS 234 requirements for AI systems: what vendors need to provide APRA CPS 234 requirements explained for AI systems: who the information security standard applies to, what vendors must provide, and a checklist to use.
- Are electronic signatures legal in Australia? The rules for building signing into software Electronic signatures are valid for most Australian documents. The Commonwealth and state Acts, s127 company execution, deeds, stat decs and signing in apps.
- Australia Post and StarTrack API integration: a practical guide How to integrate the Australia Post Shipping and Tracking API and StarTrack, or go through Shippit or Starshipit: the workflow, rate limits and test steps.
- Australia's AI Ethics Principles in practice: how to build to them The Australian Government's 8 AI Ethics Principles turned into engineering controls: fairness tests, explanations, contest flows and human oversight.
- Australia's Guidance for AI Adoption: the six essential practices explained Australia's Guidance for AI Adoption replaced the Voluntary AI Safety Standard (VAISS) in October 2025. The six essential practices and what each one means.
- Award interpretation software: building Australian pay rules into rostering and payroll Why encoding modern awards is hard, the criminal underpayment offence since 2025, Payday Super from July 2026, and when to buy an award engine or build one.
- Can you claim software development as a tax deduction in Australia? How the ATO treats custom software spend: the 5 year effective life, software development pools, the $20,000 instant asset write-off and where R&D fits.
- Consumer Data Right in Australia: what software builders need to know What the Consumer Data Right covers in November 2026 (banking, energy, non-bank lending), the ways to access CDR data, and what an accredited app must build.
- Does the Privacy Act apply to small business? A guide for app and software owners The Privacy Act small business exemption for app and software owners: the $3 million test, who is covered anyway, the 2026 reform draft and what to build.
- Expanding an Australian SaaS product to New Zealand What an Australian SaaS needs for NZ customers: GST on remote services, taxable supply information, Privacy Act 2020 and IPP3A, NZBN, Peppol and localisation.
- Government grants for software and app development in Australia (November 2026) Which Australian government grants fund software and app development in November 2026: what is open, what is paused or closed, and where the R&D offset fits.
- How to automate client onboarding in Australia, including AML/CTF tranche 2 checks Automate client onboarding: forms, portals and e-sign, identity checks without storing ID copies, AML/CTF duties for accountants and lawyers, and Xero setup.
- How to build a marketplace platform in Australia How to build a marketplace in Australia: the cold start, split payments and holding funds, ATO sharing economy reporting, GST, consumer law and reviews.
- How to build a subscription app in Australia How to build a subscription app in Australia: App Store and Google Play billing rules, Stripe Billing, GST, and subscription rules starting 1 July 2027.
- How to integrate PayTo into your app or billing system How PayTo agreements work, which providers offer them by API, the failure states to design for, migrating direct debits, and where the BECS wind down stands.
- How to protect an app idea in Australia: NDAs, patents, copyright and trade marks How to protect an app idea in Australia: what an NDA does, when software can be patented, how copyright and IP assignment work, and trade marks.
- How to sell software to the Australian government How to sell software to the Australian government: BuyICT panels, AusTender, the 2025 Commonwealth Procurement Rules, state schemes and security requirements.
- How to verify identity in an Australian app Choosing between the Document Verification Service, accredited Digital ID such as ConnectID, and KYC vendors, with real fees, AML/CTF duties and retention.
- IRAP assessments explained for software buyers and SaaS vendors What an IRAP assessment is, why there's no IRAP certification, how the four stage process works, what drives the cost, and how SaaS vendors prepare.
- Is it legal to record meetings with an AI notetaker in Australia? Recording meetings with an AI notetaker in Australia: consent rules in every state and territory, federal call interception law, and Privacy Act duties.
- Is there an AI Act in Australia? AI regulation in 2026 Australia has no standalone AI Act. How AI regulation in Australia works in 2026: the AI laws that already apply, the National AI Plan and the EU AI Act.
- Peppol e-invoicing in Australia: what is mandatory, what isn't, and how to connect Is e-invoicing mandatory in Australia? Government targets for 2026 and 2027, why B2B stays voluntary, how access points work and adding Peppol to software.
- Privacy Act automated decision-making rules from 10 December 2026: what software teams must change The Privacy Act automated decision-making rules start 10 December 2026. What APP 1.7 to 1.9 require, examples of systems in scope and what teams must change.
- R&D Tax Incentive for AI and machine learning projects in Australia Can AI projects qualify for the R&D Tax Incentive (RDTI) in Australia? What the official AI guidance rules out, a worked RAG example and how to keep records.
- R&D Tax Incentive for software development: what qualifies in Australia? R&D Tax Incentive (RDTI) eligibility for software development in Australia: core vs supporting activities, the internal software exclusion and the deadline.
- Sending business SMS in Australia: the rules for apps and platforms What software that sends SMS must do in Australia: the Sender ID Register from 1 July 2026, Spam Act consent and unsubscribe rules, and provider pricing.
- Technical due diligence checklist for Australian software companies What investors and acquirers check in an Australian software business: IP chain of title, code quality, security, privacy, open source, key people and R&D.
- The DTA policy for responsible use of AI in government: what agencies and suppliers must do The DTA policy for the responsible use of AI in government v2.0 took effect 15 December 2025. Who it applies to, the requirements and what suppliers need.
- The Essential Eight and ASD Essentials for custom software projects What ASD Essentials changes for custom software, how the Essential Eight maps to it, and what to build when a contract or PSPF still names a maturity level.
- The Notifiable Data Breaches (NDB) scheme: what it means for software you build The Notifiable Data Breaches (NDB) scheme in Australia for software teams: who it applies to, the 30 day deadline, penalties and a readiness checklist.
- Tracking pixels, analytics and the Privacy Act: what apps and portals can track What Australian apps and portals can track under the Privacy Act and OAIC pixel guidance, what not to send to Meta or Google, and privacy safe analytics.
- Using personal information in AI systems under the Privacy Act Using personal information in AI under Australia's Privacy Act: how the APPs apply to prompts, RAG, outputs and model training, based on OAIC guidance.
- WCAG and the DDA: accessibility for apps and software in Australia What Australian law expects of app and software accessibility: the DDA, WCAG 2.2 Level AA, AS EN 301 549, government rules, testing and audit cost ranges.
- Who owns the source code in Australia? Copyright, IP assignment and what to put in the contract Who owns code a developer writes in Australia: the Copyright Act default, contractors, IP assignment, moral rights, AI code and what to put in the contract.
Explainers
Plain-English explanations of the AI and software terms that come up when you are buying or planning a build.
- AI for small business in Australia: where it helps, what it costs and how to start safely How Australian small businesses can use AI: where it saves time, which tools to start with, what it costs, privacy rules, government help and a 30 day plan.
- Backup and disaster recovery for business software: RPO, RTO and a one page plan Set RPO and RTO for custom apps and SaaS like Xero, test restores, resist ransomware, and meet Essential Eight, ASD Essentials and CPS 230 backup rules.
- Data residency vs data sovereignty in Australia: what's the difference? Data residency vs data sovereignty: residency is where data is stored, sovereignty is whose laws can reach it. What it means for cloud and AI in Australia.
- From AI pilot to production: why proofs of concept stall and how to ship one Why AI pilots stall before production, and the engineering checklist to ship one: evaluation sets, security review, monitoring, human review, cost controls.
- How to add single sign on to a business app Adding SSO with Microsoft Entra ID, Google or Okta: SAML vs OIDC, multi tenant SaaS, SCIM provisioning, and the Essential Eight MFA rules buyers now check.
- How to answer an enterprise security questionnaire as an Australian SaaS vendor For Australian SaaS vendors selling to banks, insurers and government: what security questionnaires ask, how to answer honestly, which fixes pay back first.
- How to automate a business inbox with AI: sort, extract, draft and route safely Use AI to triage a shared inbox: Copilot vs a custom agent, scoped Microsoft 365 access, turning emails into jobs and orders, Privacy Act limits and testing.
- How to automate accounts payable invoice processing in Australia Automate supplier invoices from inbox to payment: Dext and ApprovalMax vs a custom pipeline, PO matching, bank detail fraud checks, Xero posting and Peppol.
- How to automate document generation: contracts, proposals and reports from your own data How to automate contracts, proposals and reports from CRM or job data: templates, clause logic, Power Automate vs custom, AI drafting and s127 execution.
- How to automate quoting: from pricing rules to a quote engine that feeds Xero or MYOB How to automate quoting in Australia: test your pricing rules, compare quoting tools with a custom quote engine, add supplier prices and AI, and sync to Xero.
- How to build internal tools and admin panels for your business How to build internal tools: when Retool or Power Apps fit, when a custom admin pays off, connecting to live data safely, roles, audit logs and AU costs.
- How to digitise paper forms and checklists so field staff actually use them Move inspections, checklists, timesheets and sign offs from paper to mobile: form builders vs custom apps, offline design, photo evidence and record keeping.
- How to do user acceptance testing: a buyer's guide with a template How to run UAT when you are buying custom software: acceptance criteria, scenarios from real work, defects versus change requests, sign off and warranty.
- How to evaluate an LLM application before launch What is LLM evaluation? How to test an AI app before launch: building an eval set, RAG and generation metrics, LLM-as-a-judge, tools and regression testing.
- How to measure the ROI of an AI project A practical method for measuring AI ROI in an Australian business: baseline the task, count every cost in AUD, separate time saved from money saved.
- How to migrate from Bubble to custom code without losing users or revenue A practical Bubble to code migration: what you can export, documenting workflows, choosing a stack, moving users and passwords, and cutting over safely.
- How to migrate off a legacy ERP: a plan for Australian businesses How to leave MYOB Exo, older Pronto, Attache or a home grown ERP: choosing a path, migrating history, payroll and STP, cutover timing and reconciling.
- How to plan a data migration: steps, template and sign off A plain language data migration plan for moving CRM, ERP or practice data: inventory, field mapping, cleansing, trial runs, reconciliation and old data.
- How to prepare your data for AI: a readiness guide for Australian businesses How to make business data AI ready: find where knowledge lives, fix permissions before Copilot finds them, clean stale and sensitive files, structure for RAG.
- How to publish an app on the App Store and Google Play from Australia Publishing an app from Australia: developer accounts in your company's name, D-U-N-S numbers, fees, review times, common rejection reasons and private apps.
- How to sync inventory across sales channels without overselling A guide to multichannel inventory sync for Australian sellers: source of truth, Shopify and Amazon API limits, buffers, bundles and the nightly check.
- How to write a software or app brief (with a template you can copy) How to write a brief for an app or software developer: what to include, what to leave out, a worked example and a one page template you can copy and send.
- Is my Lovable app production ready? Taking an app built with Lovable, Bolt, Replit or v0 to launch What breaks when an app built with Lovable, Bolt, Replit or v0 goes live: security, data access, scaling and privacy, and what to fix first before you launch.
- Multi tenant SaaS architecture: the tenancy decisions to make early Multi tenant SaaS architecture explained for Australian founders: pool, silo and bridge models, Postgres row level security, enterprise demands and testing.
- Offline first apps for remote and regional Australia Building offline first field apps for farms, mines, regional roads and basements: local databases, sync, conflict rules, satellite messaging and real testing.
- Software and AI glossary for non-technical buyers A software and AI glossary for buyers: plain-English meanings of over 60 terms, from RAG, AI agents and MCP to fixed price, IRAP and the Essential Eight.
- Tokens and context windows explained (and why they drive cost) What is a token in AI, and what does context window mean? How LLM tokens and context windows work, rough English ratios, and why they drive cost and speed.
- What are embeddings in AI? What are embeddings in AI? Vector embeddings turn text or images into numbers where similar meanings sit close. How they work, examples, and their use in RAG.
- What counts as technical uncertainty for the R&D Tax Incentive? What is technical uncertainty for the R&D Tax Incentive? An outcome that can't be known in advance from current knowledge. What it means for software.
- What is a discovery phase in software development? What is the discovery phase in software development? Short, paid work that turns an idea into a scope, design and plan. The process, outputs, timing and cost.
- What is a vector database? What is a vector database? It stores embeddings and finds data by meaning, not keywords. How it works, examples, uses in AI and RAG, and vs SQL databases.
- What is an AI agent? (Agentic AI explained) What is an AI agent? A language model that uses tools in a loop to reach a goal. How agentic AI works, examples, agentic vs generative AI, risks, use cases.
- What is LLM fine-tuning, and when don't you need it? What is fine-tuning an LLM? It trains a model further on your examples to change how it behaves. How it works, LoRA, examples, and when RAG is better.
- What is MCP (Model Context Protocol)? What is MCP in AI? The Model Context Protocol is an open standard that connects AI apps to tools and data. How MCP servers work, examples, and MCP vs API.
- What is prompt injection, and how do you defend against it? What is prompt injection? Text that tricks an AI model into ignoring its instructions. How direct and indirect attacks work, examples, and how to prevent it.
- What is RAG (retrieval-augmented generation)? What is RAG in AI? Retrieval-augmented generation lets a model answer from your own documents. How it works, an example, use cases, and RAG vs fine-tuning.
- What is the strangler fig pattern? What is the strangler fig pattern? A way to replace legacy software piece by piece behind a routing layer. How it works, an example, and microservices use.
- Why AI hallucinates and how to reduce it in business systems What are AI hallucinations? Confident but false AI outputs. Why language models make things up, examples, and how to prevent or reduce hallucinations at work.
- Why is my app slow? A diagnosis guide for business owners Why custom web and mobile apps slow down: database queries, US hosting for Australian users, heavy front ends, third party calls and AI, and how to diagnose.