Guides on software and AI for businesses

Practical articles on custom software, AI and automation: what things cost, which tools fit, and how to take a project from idea to production.

Articles

  1. AI for Small Businesses: Where to Start on a Small Budget AI for small businesses without a data team or big budget: four first projects with good ROI, their typical cost, and how to avoid the pilot that never ships. 7 min read
  2. AI Document Automation: Invoices, Contracts and Forms How to automate invoices, contracts and forms with AI: how modern extraction works, where it pays off, and how to deploy it with validation and human review. 7 min read
  3. Get Your Data Ready for AI: A Practical Guide for SMEs Many AI projects fail on the data, not the model. What AI-ready data really means, a one-page audit, a checklist, and how to start small without a big project. 6 min read
  4. ROI of AI and Automation: How to Measure It Properly How to measure the ROI of AI and automation: what to count, the costs people forget, a worked example with numbers, and when automating simply isn't worth it. 9 min read
  5. Outgrowing Excel: 7 Signs Your Business Needs Software Has your business outgrown Excel? Seven signs your spreadsheet now costs you time, errors and risk, and what to do about each: tidy it up, integrate or build. 6 min read
  6. How Much Does Custom Software Cost in 2026? Real Ranges What custom software costs in 2026: starting prices for websites, automations, AI integrations and bespoke apps, what moves the number and the hidden costs. 5 min read
  7. Process Automation for SMEs: 10 Processes Worth Automating Which processes should an SME automate? Invoices, orders, CRM, reporting and six more, with the effort each takes and where to start without a big project. 5 min read
  8. Zapier vs Make vs n8n vs Custom Code: Which to Choose Zapier, Make, n8n or custom code? A comparison of costs, ceilings and lock-in for each option, plus a simple rule for knowing when each one is the right choice. 5 min read
  9. Build vs Buy Software: Off-the-Shelf or Custom for SMEs? Custom or off-the-shelf software? A build-vs-buy framework for SMEs: the 80% rule, real three-year cost of ownership, signs you've outgrown it and 5 questions. 5 min read
  10. Connect Your ERP to AI: APIs and the Model Context Protocol How to connect your ERP, CRM and business tools to AI with APIs and the Model Context Protocol (MCP): what changes, what it enables and how to do it safely. 5 min read
  11. Fractional CTO for Mid-Sized Companies in the AI Era What a fractional CTO does, why AI has made senior technical leadership more necessary for mid-sized companies, and when the model makes sense and when not. 5 min read
  12. From Chatbots to AI Agents: Customer Service with RAG How to move from scripted chatbots to AI agents for customer service: answers grounded in your knowledge with RAG, actions in your systems and clean handoffs. 5 min read
  13. EU AI Act: What Your Business Actually Needs to Do A plain-language guide to the EU AI Act for businesses: risk tiers, obligations, the phased timeline and practical steps to keep your AI systems compliant. 5 min read
  14. AI Agents in Business: From Pilot to Production in 2026 AI agents in real business operations: where they add value, why so many pilots stall, and how to take one to production with guardrails, logs and human review. 5 min read
  15. AI Costs and Oil: How Hormuz Could Raise Your AI Bill If tension in the Strait of Hormuz pushes oil prices up, electricity and datacenters feel it too. What that means for your AI bill and how to prepare for it. 5 min read
  16. How to Evaluate a Software Development Partner: 5 Signs How to evaluate a software development partner without technical knowledge: five signals that matter, what to ask and one practical test before you sign. 3 min read
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