AI Medical Scribing Success with ScribeRyte AI Plus: Newton-Wellesley Hospital Case Study
Health System: Newton-Wellesley Hospital / Mass General Brigham
Practice: Boston Hand to Shoulder
Location: 159 Wells Ave, Newton MA 02459
Specialty: Upper Extremity Specialists: EMR: EPICÂ
How One Hand Surgeon at Newton-Wellesley Hospital Cut Charting Time in Half with ScribeRyte AI Plus
By Terry Ciesla Senior Vice President of Sales & Business Development at ScribeEMR February 2026
After years of talking with orthopedic surgeons – especially those who focus on hands and upper extremities – I keep hearing about one thing: the notes. Not just any notes, but those long, detailed write-ups about tendon repairs, fracture patterns, nerve exams, imaging, and the rest. You need them.
They’re a must for great care. But wow, are they draining. Even with Epic templates, most surgeons still spent 15 to 20 minutes per patient on charting. That meant less eye contact, more late nights, and a lot of staring at the screen instead of talking to people.
That’s exactly what Dr. David E. Ruchelsman was facing. He’s Chief of Hand Surgery at Newton-Wellesley Hospital (Mass General Brigham) and runs a busy Boston Hand to Shoulder practice.
So, we brought ScribeRyte AI Plus to his team with one clear goal: give him back his time and focus, but don’t mess with the accuracy that hand surgery demands.
Here’s what really happened – and why the whole thing worked so well.
What Charting Looked Like Before AI?
- They spent less time having real conversations with patients.
- They stayed late, catching up on notes.
- They risked missing tiny but crucial details in tough cases.
- They felt that nagging frustration of being stuck behind a screen all day.
- They needed something that could handle specialty-grade notes, work well with Epic, and not get in the way during visits.
What ScribeRyte AI Plus Actually Did?
We used a hybrid approach:
Ambient AI quietly listened during patient visits and drafted a structured note (SOAP/APSO or custom ortho templates) in real time. Then, a trained medical scribe reviewed and polished each note for accuracy before it landed in Epic.
No extra gadgets. No complicated steps. HIPAA-compliant, cloud-based, and with a full audit trail. Onboarding was simple – some quick training, a few tweaks to templates, and they were ready.
What Changed (The Numbers and The Feel)
Within weeks, you could see the difference:
Charting time per patient dropped by half-from 15-20 minutes to just 7-10.
That opened up room to see one or two more patients a day, no need to stay late. After-hours charting almost disappeared – they got back 5-7 hours a week that used to vanish into the night.
Dr. Ruchelsman said he spent about 20% more time actually talking to and examining patients. Notes stayed 95% accurate, even in complex cases – he barely needed to edit them. He felt less wiped out at the end of the day – less time glued to the screen, more mental energy.
It’s not just a fluke. Bigger studies from 2025 and 2026 back this up: A multicenter JAMA Network Open study (2025) showed ambient AI scribes dropped burnout rates from 51.9% to 38.8% in just a month across 263 clinicians. Other research, including Mass General Brigham pilots, found these tools cut burnout risk by up to 74% and let doctors give patients more undivided attention.
For hand surgery, where missing one detail can mess up coding, reimbursement, or even land you in legal trouble, this hybrid setup – AI speed plus human accuracy – just works. Dr. Ruchelsman’s Take “Using ScribeRYTE in my clinic has been a wonderful addition to my practice.
The product’s ease of use and efficiency have reduced the time I have spent charting and being in front of the computer. This product allows me to be focused on patient care. The AI accurately records almost every element of the clinical encounter, and with time, the accuracy of the transcriptions, even for complex consultations, has been terrific. I highly recommend this system to busy clinicians and surgeons.”
– Dr. David E. Ruchelsman, MD, FAAOS Chief of Hand Surgery, Newton-Wellesley Hospital / Mass General Brigham
 That last part really sums it up: Documentation stopped fighting for attention with patient care. Now, it quietly supports it.
What We Learned?
Hybrid wins for specialty notes – AI is fast for straightforward visits, but human review matters when things get complicated. The AI learns fast – it picked up Dr. Ruchelsman’s style and phrasing in no time. Integration should be invisible – Epic push just worked. No extra clicks or headaches. Time saved means life improved – those reclaimed hours made the whole team’s well-being better, and let them see more patients without burning out.
Could This Work in Your Practice?
If your work involves detailed notes, constant time pressure, or tricky specialty cases, a hybrid AI scribe like ScribeRyte AI Plus makes a real difference. This isn’t about replacing you – it’s about giving you back the time and mental space you need.