What should a Chatbot have: A Practical Checklist
AI chatbots can transform customer service and reduce operational costs, but only when they’re built with the right safeguards. Too often, providers prioritise speed and flashy demonstrations over governance, creating systems that pose unnecessary risks in regulated environments. Here are six areas where chatbot providers commonly cut corners, and why they matter. 1. Clear Scope, […]
AI in UK Health Clinics: The Road to 2026
Artificial intelligence has been making quiet inroads into UK healthcare for the better part of a decade. What began as ambitious government investment and cautious experimentation has gradually become something more tangible, tools that screen for cancer, summarise GP appointments, and monitor patients at home. This is a look at how AI adoption in UK […]
Why Healthcare Vibe Coding Needs Oversight in 2026
The problem isn’t that AI can’t write working code. It’s that in healthcare, working code is the easy part. The hard part is proving, to regulators, clinicians, and auditors, that the software is compliant. By “vibe coding” we mean building systems through AI prompting and shipping code without formal architecture review, compliance mapping, or clinical […]
Chatbots in Industry: AI in UK Higher Education
AI chatbots in UK education have moved from novelty to necessity, driven by a simple reality: institutions must deliver faster, always-on support with fewer resources. Early adoption showed that AI can handle high volumes of routine student queries at scale, and national pilots led by Jisc confirmed their growing effectiveness across the sector. Now the […]
Speaking Everyone’s Language: AI in Charities & Healthcare
Language should never be a barrier to essential services, yet for millions of people across the UK, it still is. Charities, councils and healthcare providers regularly serve communities where English is not the first language, making access to support difficult. AI-powered multilingual chatbots can offer a practical solution. Available 24/7 and capable of communicating in […]
MHRA launches pilot fee waiver programme for small medical device innovators
The MHRA has kicked off 2026 with a rare bit of good news for early-stage medical device companies: a pilot fee waiver programme for clinical investigation applications. This is a limited opportunity for eligible startups to reduce the cost of a UK clinical investigation application. From 4 January to 31 March 2026, the MHRA is […]
A Client Guide to Testing Your Chatbot Before it Goes Live
This isn’t a developer’s guide. It’s a practical checklist for teams commissioning or launching a chatbot. We encourage our clients to test their chatbot properly throughout the development process. The gap between “it works” and “it works well for our customers” is where chatbot projects either succeed or become expensive mistakes. We’ve tested that the […]
How to Introduce a Chatbot Without Damaging Trust
AI chatbots have started becoming the first point of contact for online customers. Last years studies into the efficacy of AI chatbots in customer services demonstrated that 70% of consumers prefer using a chatbot for handling simple questions. AI chatbots have proven efficiency gains, but a poorly executed launch can erode trust, leaving users frustrated […]
Charity Chatbots Under the Microscope: Evaluating Reasoning, Tone, Structure, and Safety
When we tested six charity chatbots across nine technical capability categories, we weren’t just measuring impressive features. We were asking a crucial question: How sophisticated does your chatbot need to be, to resolve your user’ problems. The answer depends entirely on context. A simple scripted chatbot might be perfect for a museum’s opening hours. That […]
Chatbots in industry: From fraud prevention to legal support and charity triage
Artificial Intelligence (AI) is no longer a futuristic concept reserved for sci-fi enthusiasts or tech labs. It is embedded in our daily lives. Among the most visible manifestations of AI are chatbots and other AI-driven tools, which have found their way into banking, legal services, healthcare, and beyond. Yet, despite their widespread adoption, the way […]