iTromsø · IBM, VC2
10 minutes per day — time spent reviewing potential stories
Independently reportedMedia & entertainment · Document processing · NLP · In production
Document processing
Ascent Autism · Empromptu AI
Vendor-reportedHealthcareIn productionSmall businessLLM
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 empromptu.ai (vendor self-report). Checked against the source page on 2026-09-06. 2 of 2 figures below appear on that page word for word.
The problem
Facilitators spent 30 minutes to 1.5 hours per session completing administrative work, losing valuable time for clinical work and making it harder to stay present with children.
What was deployed
- Vendor
- Empromptu AI
- Products
- Empromptu AI, Healthie, Outlook
- Technique
- LLM
- Build or buy
- Built in-house or to order
- Deployment
- Custom build
- Data used
- session recording and transcript, Ascent's existing template structure, source-of-truth information for names, pronouns, parent details, and group assignments
- Scale
- 100+ recurring groups with 20+ facilitators, serving under 1,000 active children
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.
approximately 5 minutesDocumentation time per sessionfrom 30 minutes to 1.5 hoursper session
“Initial workflow reduced documentation time to approximately 5 minutes per session”
Quoted word for word from the source
30+ hoursTime redirected to clinical workper month
“Facilitators can redirect 30+ hours per month toward clinical work”
Quoted word for word from the source
Difficulties and limits
- Behavioral observations were difficult to count consistently
- Documentation needed to remain personal, accurate, and relationship-based, not generic — automation could not come at the expense of clinical quality or trust
Sources
- empromptu.ai — vendor self-report
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