Every week I speak to Scottish business owners who are curious about AI but not sure where to start. They've seen the headlines, maybe tried ChatGPT, and they're wondering whether there's something more useful they could actually build into their business. As an AI app developer Scotland-based businesses tend to reach out to, I hear the same questions come up again and again. So here they are — answered honestly.
1. "How Long Does It Actually Take?"
Most of the custom AI apps I build take between two and six weeks from first conversation to live deployment. That's not a vague estimate — it's based on real projects. A quote generation tool for a joinery firm in Ayrshire took three weeks. A client intake and briefing assistant for a Glasgow consultancy took four. A booking and FAQ bot for a Perthshire holiday let business was live in under two weeks.
The timeline depends on a few things:
- How much existing data or content we're working with — if you've got pricing sheets, FAQs and service descriptions ready, we move fast
- How many integrations are needed — connecting to a calendar, CRM or invoicing system adds time
- How clear the problem is — the more specific the use case, the quicker we build
I use React, Supabase, Netlify and the Claude API, which means I'm not reinventing the wheel on every project. The stack is proven and the builds are lean.
2. "What Does It Actually Cost?"
I won't list prices here because every project is different, but I will tell you what drives the cost. It's not the AI itself — Claude API usage for a small business app is usually a few pounds a month. What you're paying for is the design, the logic, the integrations and the testing that turns a language model into something your team can actually use without a manual.
Most small business owners I work with are surprised at how affordable a focused, well-scoped AI tool can be compared to licensing enterprise software that does eighty things they don't need. As an AI app developer Scotland businesses come to specifically because they want something built for their situation — not a template with their logo on it — I price for the problem, not the technology.
3. "What If It Doesn't Work for Us?"
This is the question I respect most. It tells me the person asking it is thinking practically, not just following hype. The honest answer is: that's why we start small. Every engagement begins with a discovery conversation where I'm trying to understand whether there's a genuine problem worth solving. If there isn't, I'll say so.
The businesses that get the most out of working with an AI app developer Scotland-based like me are the ones with a specific, recurring pain point — something that takes staff time, causes delays, or creates inconsistency. If you can describe that problem clearly, we can usually build something that fixes it.
If you've got a question that isn't on this list, get in touch — I'm happy to have a straightforward conversation about whether an AI app makes sense for your business before you commit to anything.