Human-in-the-loop: where AI should stop and ask
A practical way to decide which steps to automate, which to review and how to make the handover useful.
Serverless for startups: what £20 a month buys you
A small hosting budget can support a useful early product, provided you understand what is included and what grows with usage.
How to pick the one outcome your MVP must prove
Choose one observable change in user behaviour and use it to decide what belongs in the first release.
Chatbots that actually help: lessons from 70% automation
What an automation percentage can tell you, what it hides and how to build a support assistant that earns trust.
Your first dashboard: five numbers worth tracking
A compact dashboard should help you make a decision. Start with acquisition, activation, repeat use, reliability and value.
Zero-downtime migrations, explained simply
Moving a live system safely means controlling traffic, keeping data consistent and knowing how to recover.
Non-technical founder? Ask your developer these 6 questions
Use six concrete questions to understand delivery, ownership, running costs and what happens when something goes wrong.
After launch: turning an MVP into version two
Use the first release to learn where users get value, then build the next version around evidence rather than the loudest request.
Document AI: reading invoices so your team doesn’t have to
Extraction is the first step. Validation, duplicate detection and a clear exception queue make invoice automation useful.