What's actually working in healthcare AI

Evidence-led analysis for practice owners navigating AI adoption. No vendor content. No hype. Every number sourced.

Admin Burden
12
hours per week lost to admin
in a typical 3-clinician practice
Occupational Therapy

4 admin tasks a sole OT can automate for under £50 a month

Documentation alone takes 26% of an OT's clinical time. Heidi Health (free), WriteUpp (£14.95/month), and Sessionly (£10.99/month) cover the four biggest admin tasks for a total of £25.94/month.

Admin Burden

The 43-minute saving: NHS Copilot and what it means for you

NHS England's Copilot trial saved 43 minutes per staff member per day. Independent practices aren't in the rollout. Here's what that benchmark means in money — and what to do now.

Weekly Briefing

5 AI developments this week every practice manager should read

NHS Copilot saves 43 min/day. £900m procurement framework. MHRA AI device sandbox. CQC well-led AI deadline. Week of 15–21 June 2026, translated for independent practices.

Psychology

AI note tools in therapy: the compliance rules that now apply

Special Category data, DPIAs, consent, and what the Data Act changed. The complete compliance framework for therapy and psychology practices using AI clinical notes.

Clinical Workflow

Why 73% of AI tools bought by healthcare practices go unused — and how to avoid being in that majority

The implementation gap is bigger than the technology gap. Here's what the data says about clinical AI adoption failure.

Dentistry

The 5 questions every dental practice owner should ask before buying any AI tool

Before you spend a penny on AI for your dental practice, run these five questions. If the vendor can't answer them, neither should you commit to a contract.

Economics

AI Readiness Score: where most independent practices actually sit in 2026

Based on our CARE Framework™ assessments, the average independent practice scores 41/100 on readiness. Here's what that means and what moves the needle.