The challenge
What needed to change
Clinicians were switching between fragmented systems to build a complete picture. The team needed to reduce administrative time without hiding uncertainty or weakening clinical oversight.
All projects
AIHealth technologyClinical assistant
Aster Health
Human-in-the-loop AI that organises clinical context and speeds safe triage decisions.
Project snapshot
- Headline result
- 2.4× faster triage
- Timeline
- 14 weeks
- Category
- AI
- Code
- AH
01
2.4× faster initial triage
02
38% less administrative handling
03
100% human-reviewed outputs
The solution
What Nexora SG delivered
We prototyped the workflow with clinicians, designed explicit evidence and confidence states, and built an evaluation-led AI layer with mandatory human review for every recommendation.
What we built
Product capabilities that matter
- Unified patient context view
- AI summaries with evidence links
- Confidence and uncertainty states
- Mandatory human review flow
- Audit trail for compliance
Services used
AI product strategyUX researchWeb engineeringEvaluation
Technology stack
Next.jsPythonLLMsSecure cloud
Want results like Aster Health?
Tell us about your ai idea. Free consultation—clear next steps within one business day.
More work
Related projects
AICustomer intelligence
Orbit AI
AI insights that surface customer patterns and automate the next best action for sales teams.
Open case study
Web appsFleet hire marketplace
Verified Trucks
South Africa’s verified haulage marketplace—hire RTMS-checked trucks and equipment direct from fleet owners, with no broker commission.
Open case studyReady to hire us?
Let's build it together.
Share your goals and timeline. We reply within one business day with the clearest next step — or book a short discovery call.