What's actually working in healthcare AI

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

Explainer · Dentistry
1-33%
The range of AI scribe hallucination rates quoted across vendor and industry sources, depending entirely on what's being counted
Q&A · Physiotherapy

Your AI scribe's BAA covers HIPAA. It doesn't cover this $5,000-a-patient lawsuit.

A proposed federal class action filed April 8, 2026 against Sutter Health and MemorialCare alleges their AI ambient scribe recorded patient conversations without informed consent, even though the vendor held a signed HIPAA Business Associate Agreement. Statutory damages start at $5,000 per violation under California's wiretap law, with no proof of harm required.

Decision · Practice Management

$20 vs $150: ChatGPT or an AI scribe

ChatGPT, Claude, and Gemini all gate their HIPAA Business Associate Agreement behind enterprise-tier products, with Claude Enterprise requiring a 50-seat minimum and annual contract. Jane App and Heidi Health include a BAA as standard, from $15 a month.

Explainer · Dentistry

GDC's consent standard is binding. BDA's AI guidance isn't.

The General Dental Council's Standard 3.1 requires valid consent from every dental patient before treatment starts, and it says nothing about AI. The British Dental Association published detailed AI guidance for its members in May 2026, but that guidance carries no statutory force.

Q&A · Occupational Therapy & SLT

AI HIPAA rule delayed to 2027. Safeguarding duty isn't.

HHS's proposed AI-specific update to the HIPAA Security Rule is now targeted for 2027, two years after it was first proposed. Mandated-reporter law, capacity-based consent, and the existing HIPAA Security Rule already govern AI use with vulnerable OT and SLT patients regardless of the delay.

Comparison · Physiotherapy

$79 vs $249: the physio patient-engagement AI verdict

SPRY, WebPT paired with Keet, and Weave scored against the CARE Framework for a 3-clinician physio practice. Only one bundles patient engagement into a single published price, and WebPT users now need a second, separately priced contract since Keet was sold out of WebPT in January 2026.

Explainer · Psychology

HCPC's consent standard is binding. BPS's AI guidance isn't.

HCPC's Standard 1.4 legally binds practitioner psychologists to valid, informed consent, and it says nothing about AI. BPS's AI-specific guidance, endorsed in April 2026, says far more about what to actually tell clients, but carries no statutory force.

Weekly Briefing

49% NHS AI trust gap, ICO's binding AI code: this week in AI

Ambient voice technology reaches four more London trusts, but only 49% of the public say they would use the NHS App's AI triage feature. The ICO's AI code of practice moves from promise to statutory deadline, and the FDA clears an AI tool reading six heart conditions from a routine ECG.

Specialty Spotlight · Audiology

6 codes became 12: audiology's real AI opportunity

Twelve new CPT codes replaced six legacy ones on January 1, 2026, and BLS/ASHA workforce data show audiologist supply is not keeping pace with demand. Where AI actually helps independent audiology practices this year has almost nothing to do with the hearing aid itself.

Decision · Physiotherapy

$15 vs $150: the physio AI scribe decision

Jane App's native AI Scribe costs $15 a month. Heidi Health's Clinician plan costs $150. Cliniko has no native scribe at all. The decision comes down to what your PMS already includes, not which tool reviewers rank highest.

Weekly Briefing

9,000 A&E slots, CQC's device pilot: this week in AI

A Great Ormond Street Hospital study behind the NHS's £10bn AI plan puts a hard number on ambient scribing capacity: 9,000 extra A&E consultations a day if scaled nationally. CQC quietly extended its inspector device-access pilot, and the FDA cleared its first patient-facing generative AI device.

Data Drop · Dentistry

One-third of dentists aren't busy enough, ADA data shows

ADA Health Policy Institute Q4 2025 data: a third of dentists report insufficient patient volume, up from a quarter a year earlier, while inflation-adjusted dental spending grew just 9% since January 2020 against 22% for health care overall.

Explainer · Psychology

CQC names 5 regulations for AI. Safeguarding isn't one.

CQC's AI guidance lists five regulations that apply when a practice uses artificial intelligence. Regulation 13, the safeguarding rule, is not among them. What CQC, the ICO and the BPS actually require, and four actions to close the gap.

Comparison · Optometry

Weave vs Solutionreach vs RevenueWell: only 2 fit optometry

Three AI scheduling tools scored against the CARE Framework for a 6-clinician optometry group. Solutionreach and Weave were built for eyecare. RevenueWell, the cheapest of the three, is a dental-only product with no optometry features at all.

Data Drop · Physiotherapy

$34,000 a year: prior authorization's true cost for PTs

CMS estimates prior authorization costs a single provider $34,000 and 13 hours a week. APTA's November 2025 data shows physical therapy absorbs more of that burden than most specialties, and CMS's own WISeR pilot shows AI is already working the payer side of the same request.

Myth Buster · Practice Management

3 AI objections. The AMA data overrules all three.

81% of US physicians now use AI professionally, up from 38% in 2023. The three reasons practice owners still say no, cost, workflow concerns, and data privacy, are the three claims the 2026 data most directly contradicts.

Practice Economics · Solo Practice

6 AI ROI questions solo clinicians ask: with actual numbers

At 22 sessions per week, an AI scribe saves 2.6 hours of documentation time. One extra patient slot per week covers the tool cost in five days. Year-one net across scribe, scheduling, and billing: approximately $9,900.

Comparison · Physiotherapy

Cliniko vs Jane vs WriteUpp: $1,548 and the physio PMS verdict

Three practice management platforms scored against the CARE Framework for a 3-clinician US physio practice. Cliniko 89/100, WriteUpp 80/100, Jane App 78/100. The cost gap between fully configured Jane and comparable Cliniko is $1,548 a year.

CQC Governance

The 10 AI governance checks CQC will look for in 2026

CQC's framework pilot began this month. If your practice uses AI tools and doesn't have a named clinical safety officer, a hazard log, or a patient disclosure process in place, here is what inspectors will ask for.

Physiotherapy

Heidi vs Nabla vs Dragon Medical: physio note AI verdict

9 minutes of charting per 15-minute appointment. Three tools, scored against the CARE Framework. Heidi scores 94/100, Nabla 77/100, Dragon 52/100 — and the gap comes down to one architectural difference that matters more in physio than almost any other specialty.

Practice Economics

From $0 to $150: the real cost of AI for an independent practice

Most practices quote enterprise AI prices ($40K-$300K) to reject tools that cost a fraction of that. The AMA 2026 survey found 81% of physicians now use AI. Here is what the tools actually cost.

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.

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.

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.

Admin Burden

The 12-hour problem: what independent physio practices are paying for admin every week

We ran the numbers on a typical 3-clinician physiotherapy practice. The cost of manual admin is £34,000 a year. A structured AI audit takes 2 weeks. The maths is not complicated.