13 Oct 2026

Socrates AI Scribe: Dr Jane Cronin’s Story

How less typing, faster documentation and more patient-focused consultations have changed Dr. Jane Cronin’s working day.

The unexpected difference

When Dr. Jane Cronin began using AI to support her clinical documentation, she was looking for a more efficient way to manage consultation notes.

What she didn’t expect was the difference it would make to her own physical wellbeing.

“One of the biggest things I have noticed using AI is that my neck and back pain that I would have had from bad posture at the computer has gone completely.”

For Dr. Cronin, who has been using AI for over a year, the benefits have extended far beyond faster note-taking.

“My physio appointment trips have reduced because I’m not sitting with my shoulders and typing away badly.”

It’s a change she describes as “one of the biggest positive life improvements” she’s noticed since incorporating AI into her working day.

From hours of documentation to a more natural workflow

As a senior partner in a two-partner practice, Dr. Cronin understands the importance of accurate, detailed clinical records.

Before adopting AI-assisted documentation, she had developed her own templates and processes for recording examination findings, patient concerns and management plans.

“I tried to gather as much detail, try to get all the relevant information down.”

That attention to detail meant documentation could take hours, adding to an already demanding workload.

But the challenge wasn’t just the time involved.

Dr. Cronin preferred to speak with her patients rather than spend the consultation typing.

Balancing meaningful patient interaction with the need to maintain comprehensive records wasn’t always easy. With Socrates AI Scribe, she has found a different way of working.

Rather than manually building every note, she can speak her examination findings during the consultation and use AI-generated notes as a starting point for her clinical record.

“Getting used to using it and speaking your examination findings out does speed up the process of the note generation.”

More attention on the patient, less on the keyboard

One area where Dr. Cronin particularly values AI-assisted documentation is during mental health consultations.

These appointments often involve longer, more detailed conversations, where listening carefully and maintaining a connection with the patient are especially important.

“It can be a barrier to trying to do typing and starting to be disconnected to patients.”

For Dr. Cronin, being able to focus on the conversation while Scribe helps capture the clinical information makes a meaningful difference.

It’s not simply about producing notes more quickly.

It’s about reducing the need to divide her attention between the patient and the computer.

Instead of worrying about capturing every detail manually, she can concentrate on listening, asking questions and engaging with the person in front of her.

A tool that fits into her working day

Despite having experience with AI, Dr. Cronin doesn’t describe herself as particularly technical.

“I am not tech savvy, and I guess Scribe has really helped my workflow through the day.”

As she became more familiar with using Scribe, speaking examination findings became a natural part of her consultation process.

That adjustment has helped her reduce manual typing and streamline the process of completing clinical notes.

Importantly, she sees AI as a support for her clinical work, not a replacement for her judgement.

It’s a practical approach that allows her to benefit from AI while maintaining responsibility for the final clinical record.

“It’s easier than you think it is.”

Dr. Cronin’s final message for any GP who hasn’t yet started using AI was simple:

“It’s easier than you think it is.”

Her experience shows that introducing AI into clinical documentation doesn’t have to mean completely changing the way a GP practises.

For her, it has been about adapting an existing workflow, becoming comfortable speaking examination findings and spending less time manually preparing notes.

“Overall, I’m quite happy with this, and I think I would highly recommend.”

More than time saved

For Dr. Cronin, the impact of AI Scribe is measured in more than the minutes saved on documentation.

Her experience is a reminder that sometimes the most meaningful benefit of technology isn’t simply what it helps us do faster.

It’s what it allows us to do differently.

See AI Scribe In Action

Watch how clinicians are using AI Scribe to reduce documentation time and streamline consultations.

Looking For More Information?

Reach out to Sandra Murphy at [email protected].