iTromsø · IBM, VC2
10 minutes per day — time spent reviewing potential stories
Independently reportedMedia & entertainment · Document processing · NLP · In production
Document processing
Woodlake Animal Hospital · HappyDoc
Vendor-reportedHealthcareUnited StatesIn productionSmall businessNLP
Vendor-reported. The customer is named and the numbers are quoted from the source page, but the account comes from the vendor. No independent confirmation.
Reported by happydoc.ai (vendor self-report). Checked against the source page on 2026-09-06. 3 of 3 figures below appear on that page word for word.
The problem
Time-consuming medical documentation, leading to veterinarians staying late, stress, and deprioritized record-keeping.
What was deployed
- Vendor
- HappyDoc
- Products
- HappyDoc
- Technique
- NLP
- Build or buy
- Bought off the shelf
- Deployment
- SaaS
- Data used
- patient notes, medical documentation
- Scale
- 21 staff members, including four veterinarians
What changed
Each row is quoted from the source. Figures we could not find on the page in those words are marked — they are kept, not deleted, so you can judge them.
less than 15%SOAP notes requiring edits
“SOAP notes generated by HappyDoc require edits less than 15% of the time, and edits are quick and small.”
Quoted word for word from the source
over 200 hourshours saved per yeara year
“Across our team of four doctors, we’re saving over 200 hours a year with HappyDoc — time we can now spend on patient care and improving our services.”
Quoted word for word from the source
85% to 100%accuracy of SOAP notes
“The accuracy of the SOAP notes generated by HappyDoc proved remarkable, ranging from 85% to 100%.”
Quoted word for word from the source
significant timetime saved on record-keeping
“Each veterinarian now saves significant time on record-keeping, time they can reinvest in patient care — or even a well-deserved break.”
Quoted word for word from the source
significantly reducedadministrative workload
“One of the standout features of HappyDoc was the PIMS writeback integration with Cornerstone, which significantly reduced the administrative workload.”
Quoted word for word from the source
improvedclient communication and satisfaction
“Comprehensive documentation has improved client communication and satisfaction.”
Quoted word for word from the source
Reduced stress and a better work-life balancestress and work-life balance
“Reduced stress and a better work-life balance for the entire veterinary team.”
Quoted word for word from the source
“Across our team of four doctors, we’re saving over 200 hours a year with HappyDoc — time we can now spend on patient care and improving our services.”
Difficulties and limits
- The veterinarians at Woodlake Animal Hospital often found themselves staying late to finish their documentation, cutting into their personal time and causing stress.
- Veterinary assistants often pulled doctors away from their documentation tasks to see waiting clients, leaving the medical record deprioritized for a later time.
Sources
- happydoc.ai — vendor self-report
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