The AI is cheap. Making it work is expensive.

80% of UK businesses neither use nor plan to use AI
60% cite limited AI skills, expertise, and knowledge as a barrier
71% of NLP solutions are purchased externally, not built in-house

We’re just not technically smart enough to try and create our own. We don’t have that experience.

You cannot 1-click install AI into a messy CRM or a 15-year-old server. I research the data, design the integration, automate the workflows, and deploy to production.

Source: AI Adoption Research, UK Department for Science, Innovation and Technology, January 2026