Insights
Guides on AI, automation and software — written to answer.
Practical, no-fluff guides to the questions founders and SMEs actually ask us: what AI automation costs, when an agent beats a chatbot, whether to build or buy. Straight answers first, detail after.
How much does AI automation cost for a small business?
What actually determines the price of AI automation, the two typical project shapes, and how a small business starts small without buying something useless.
AI agents vs chatbots: what's the difference?
A chatbot converses; an agent acts. The honest distinction, a decision tree for which tool fits, and what building an agent actually involves.
What is business process automation?
How whole-business systems connect sales, finance and delivery — and the signs your bottleneck is the system, not the tasks.
Custom software vs off-the-shelf: which is right for us?
Off-the-shelf tools solve a generic version of your problem. An honest framework for deciding — including when not to build custom.
How social media automation works — without killing engagement
Planning, AI drafting, human approval, scheduling and the learning loop — the pipeline behind consistent, on-brand channels that still sound human.
What is an AI-first product?
AI-first means the AI is the product, not a feature bolted on. What it is, when it pays off, and the honest cases where it doesn't.
Can data science work with messy data?
Messy data is the normal starting point, not a disqualifier. What 'messy' usually means, how it's cleaned, and when it's too broken to use.
What is AI SEO?
Using AI to do SEO faster — and optimising your site so AI answer engines cite it. The two halves, what works, and the gimmicks to avoid.
How long does AI development take?
Focused agents go from prototype to production in weeks; bigger systems are phased. The four variables that actually set the timeline.
AI automation vs RPA: what's the difference?
RPA follows fixed rules on legacy systems; AI automation handles judgement and variation. Which tool fits which job — and when you need both.